{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "8209e085",
   "metadata": {},
   "source": [
    "# 使用 ``brainmass`` 进行全脑神经质量模型建模\n",
    "\n",
    "[![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/chaobrain/brain-modeling-ecosystem/blob/main/docs/brainmass_Modeling_MEG_data_zh.ipynb)\n",
    "[![Open in Kaggle](https://kaggle.com/static/images/open-in-kaggle.svg)](https://kaggle.com/kernels/welcome?src=https://github.com/chaobrain/brain-modeling-ecosystem/blob/main/docs/brainmass_Modeling_MEG_data_zh.ipynb)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7e89d590",
   "metadata": {},
   "source": [
    "我们的任务是使用brainmass来模拟MEG数据记录的功能连接性。具体实验流程是用我们构建好的wilson-Cowan模型进行建模，将得到的模拟数据和真实MEG数据做相同的一系列处理，之后分别计算功能连接矩阵，通过比较两组功能连接矩阵的相似性来得出模拟的效果。"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f3756eb7",
   "metadata": {},
   "source": [
    "## Introduction of Wilson-Cowan Model"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "446c04c1",
   "metadata": {},
   "source": [
    "Wilson-Cowan是一个描述神经元集体活动的模型，关注的不是单个神经元，而是将神经元群体简化成两个相互作用的神经元群，也就是兴奋性神经元群和抑制性神经元群。兴奋性神经元群的活动会对与其相连的其他神经元活动产生“激励”或“激活”，抑制性神经元群会对与其相连的其他神经元活动产生“抑制”。该模型的核心思想是通过一组微分方程来描述这两个群体的平均放电率，通过这种方式模拟产生的节律活动和我们真实大脑的活动有一定的相似性。"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9f41d2aa",
   "metadata": {},
   "source": [
    "核心微分方程如下：\n",
    "\n",
    "$$\n",
    "\\tau_E \\dot E = -E + S_E(w_{EE} E - w_{EI} I + I_E + \\xi_E)\n",
    "$$\n",
    "\n",
    "$$\n",
    "\\tau_I \\dot I = -I + S_I(w_{IE} E - w_{II} I + I_I + \\xi_I)\n",
    "$$"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "307d937a",
   "metadata": {},
   "source": [
    "| 数学符号                             | 代码变量                             | 含义             |\n",
    "| -------------------------------- | -------------------------------- | -------------- |\n",
    "| $E, I$                       | `self.rE.value`, `self.rI.value` | 兴奋/抑制群体平均放电率   |\n",
    "| $\\tau_E, \\tau_I$                 | `self.tau_E`, `self.tau_I`       | 时间常数（ms 级），也就是响应速度     |\n",
    "| $w_{EE}, w_{IE}, w_{EI}, w_{II}$ | 同名                               | 四种连接权重      |\n",
    "| $r$                              | `self.r`                         | 不应期/自抑制强度      |\n",
    "| $I_E(t), I_I(t)$                 | `rE_ext`, `rI_ext`               | 外部输入（可含噪声）     |\n",
    "| $S_j(x)$                         | `self.S(x, a, theta)`            | S型响应函数         |\n",
    "\n",
    "*S_E*(⋯)这一项表示的是通过S型响应函数总的外部输入，包括了其他神经元的输入和外部电流，响应函数的作用是将输入电流转换成放电率，-*E*是一个衰减项，描述的是没有外部输入、没有自抑制自激发的情况下，平均放电率会根据时间常数衰减到0。\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "780206af",
   "metadata": {},
   "source": [
    "## Single Node simulation"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b3a7be0a",
   "metadata": {},
   "source": [
    "如何用Wilson-cowan模型进行单个节点的建模？单节点的建模模拟的是单个节点的兴奋-抑制回路。\n",
    "首先我们先导入我们需要的一系列的工具：包括brainstate、braintools、brainunit以及其他的一些工具。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3e9e2781",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T14:19:39.393161Z",
     "start_time": "2025-09-16T14:19:37.508306Z"
    }
   },
   "outputs": [],
   "source": [
    "# 首先导入必要的工具\n",
    "import brainstate\n",
    "import braintools\n",
    "import brainunit as u\n",
    "import matplotlib.pyplot as plt\n",
    "import brainmass\n",
    "\n",
    "brainstate.environ.set(dt=0.1 * u.ms)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "adf658e7",
   "metadata": {},
   "source": [
    "首先生成0到5，45，步长为0.05的等差序列，共110个数值，作为110个独立的外部输入，之后一次性生成110个独立的节点，然后让这110个节点在各自恒定输入下并行跑10000个时间步，返回每个节点的兴奋性放电率并收集成一维数组。"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3775f5c2",
   "metadata": {},
   "source": [
    "首先使用brainmass.WilsonCowanModel调用我们分装好的Wilson-Cowan模型来进行节点的声明，因为是单点模拟，所以将size设置为1，使用brainmass.OUProcess来调用我们封装好的噪声模块，进行兴奋性群体和抑制性群体的噪声添加。\n",
    "接下来让模型沿着10000个时间步自动积分，并且把每一个时间步得到的兴奋性发放率收集成一维数组exec_activity"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c5f2b2ad",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T14:19:39.843877Z",
     "start_time": "2025-09-16T14:19:39.436859Z"
    }
   },
   "outputs": [],
   "source": [
    "node = brainmass.WilsonCowanModel(\n",
    "    1,\n",
    "    noise_E=brainmass.OUProcess(1, sigma=0.01, init=braintools.init.ZeroInit()),\n",
    "    noise_I=brainmass.OUProcess(1, sigma=0.01, init=braintools.init.ZeroInit()),\n",
    ")\n",
    "brainstate.nn.init_all_states(node)\n",
    "\n",
    "import numpy as np\n",
    "def step_run(i):\n",
    "    with brainstate.environ.context(i=i, t=i * brainstate.environ.get_dt()):\n",
    "        return node.update(0.1)\n",
    "indices = np.arange(10000)\n",
    "exec_activity = brainstate.transform.for_loop(step_run, indices)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bcc79231",
   "metadata": {},
   "source": [
    "将得到的结果画图表示出来，横轴表示的是真实时间，纵轴表示的是我们得到的兴奋性发放率"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "63eb67b6",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T14:19:39.943510Z",
     "start_time": "2025-09-16T14:19:39.852230Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.plot(indices * brainstate.environ.get_dt(), exec_activity, c='k', lw=2)\n",
    "plt.xlabel(\"t [ms]\")\n",
    "plt.ylabel(\"Activity\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9d8a859c",
   "metadata": {},
   "source": [
    "## Bifucation diagram"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5f77522f",
   "metadata": {},
   "source": [
    "我们可以通过封装好的模型来画出一个简单的一维系统分岔图，思路是一次性创建110个并行的独立节点，，每个节点赋予一个固定的直流输入，进行模拟之后记录各节点兴奋性平均放电率的的稳态最大值和最小值，画图表示。"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "39890d3d",
   "metadata": {},
   "source": [
    "首先生成0到5，45，步长为0.05的等差序列，共110个数值，作为110个独立的外部输入，之后一次性生成110个独立的节点，然后让这110个节点在各自恒定输入下并行跑10000个时间步，返回每个节点的兴奋性放电率并收集成一维数组。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a69267b0",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T14:19:40.083545Z",
     "start_time": "2025-09-16T14:19:39.956476Z"
    }
   },
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "\n",
    "exc_inputs = np.arange(0, 5.5, 0.05)\n",
    "\n",
    "nodes = brainmass.WilsonCowanModel(exc_inputs.size)\n",
    "brainstate.nn.init_all_states(nodes)\n",
    "\n",
    "def step_run(i):\n",
    "    with brainstate.environ.context(i=i, t=i * brainstate.environ.get_dt()):\n",
    "        return nodes.update(exc_inputs)\n",
    "indices = np.arange(10000)\n",
    "exec_activity = brainstate.transform.for_loop(step_run, indices)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5a1817b3",
   "metadata": {},
   "source": [
    "对每一个节点的平均放电率取稳态最大值和最小值，将所有结果绘制成曲线图表示。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ac951bc1",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T14:19:40.262019Z",
     "start_time": "2025-09-16T14:19:40.089591Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "max_exc = exec_activity.max(axis=0)\n",
    "min_exc = exec_activity.min(axis=0)\n",
    "\n",
    "plt.plot(exc_inputs, max_exc, c='k', lw=2)\n",
    "plt.plot(exc_inputs, min_exc, c='k', lw=2)\n",
    "plt.title(\"Bifurcation diagram of the Wilson-Cowan model\")\n",
    "plt.xlabel(\"Input to exc\")\n",
    "plt.ylabel(\"Min / max exc\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cc0dfeea",
   "metadata": {},
   "source": [
    "## About Coupling\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "49b2b3c6",
   "metadata": {},
   "source": [
    "我们如何将单节点和其他节点进行耦合呢？常用的有两种基本的方式，一种是扩散耦合，一种是加性耦合，Wilson-Cowan模型用的是扩散耦合。\n",
    "通用表达式是：\n",
    "\n",
    "$$\n",
    "current_i(t) = \\sum_{j=0}^{N} \\mathbf{g}(G_{ij}, \\mathbf{x}_i(t), \\mathbf{x}_j(t - D_{ij}))\n",
    "$$\n",
    "\n",
    "| 符号     | 形状  | 来源                        | 含义                                                 |\n",
    "| ------ | --- | ------------------------- | -------------------------------------------------- |\n",
    "| **𝑮** | N×N | DTI 追踪的**纤维束密度**或**连接概率** | Gᵢⱼ：从节点 j → i 的**解剖权重**（通常归一化到 \\[0, 1] 或保留原始 FA 值） |\n",
    "| **𝑫** | N×N | 纤维长度 ÷ 信号速度 (~5–10 m/s)   | Dᵢⱼ：j → i 的**轴突传导延迟**（单位 ms）                       |\n",
    "\n",
    "扩散耦合的表达式是：\n",
    "\n",
    "$$\n",
    "\\text{current}_i = k \\cdot \\sum_j g_{ij} \\cdot (x_j - y_i)\n",
    "$$\n",
    "\n",
    "- ${current}_i$ : 目标脑区 i 接收到的净输入电流。\n",
    "\n",
    "- $k$: 全局耦合强度，用于缩放整个网络的整体影响力。\n",
    "\n",
    "- $g_{ij}$: 从源脑区 j 到目标脑区 i 的连接权重（来自连接矩阵）。\n",
    "\n",
    "- $(\\mathbf{x}_i(t), \\mathbf{x}_j(t - D_{ij}))$：这一部分表示的是源脑区活动${x}_i(t)$与目标脑区活动${y}_i(t)$之间的差值，如果如果源脑区比目标脑区更活跃，该项为正，会“激发”或增加目标脑区的活动，如果为负，则会“抑制”或降低目标脑区的活动。\n",
    "通过调整，相连节点脑区之间的活动差异会变小，从而促进同步或集体振荡。\n",
    "\n",
    "加性耦合表达式：\n",
    "\n",
    "$$\n",
    "\\text{current}_i = k \\cdot \\sum_j g_{ij} \\cdot x_j\n",
    "$$\n",
    "\n",
    "脑区i接收到的输入完全由其邻居脑区的活动状态和连接强度决定，再由全局耦合强度 k 进行缩放，起到模拟前馈信息的效果。"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7f106004",
   "metadata": {},
   "source": [
    "## Brain Network"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ffaf1ab8",
   "metadata": {},
   "source": [
    "接下来我们来进行全脑的建模。全脑建模的通用方程如以下所示：\n",
    "\n",
    "$$\n",
    "\\frac{d}{dt}\\mathbf{x}_i(t) = \\mathbf{f}(\\mathbf{x}_i(t)) + \\sum_{j=0}^{N} \\mathbf{g}(G_{ij}, \\mathbf{x}_i(t), \\mathbf{x}_j(t - D_{ij})) + \\boldsymbol{\\mu}_i(t)\n",
    "$$\n",
    "\n",
    "也就是每个节点的状态变化 = 本地动力学 + 全局耦合 + 噪声\n",
    "\n",
    "| 符号                | 尺寸 | 含义                                            |\n",
    "| ----------------- | -- | --------------------------------------------- |\n",
    "| **N**             | 标量 | 脑区（或节点）总数，例如 68（Desikan-Killiany 模板）或 90（AAL） |\n",
    "| **i/j ∈ \\[0, N−1]** | 索引 | 第 i/j 个脑区                     |\n",
    "\n",
    "我们建模的主要区别取决于动力学模型不同，例如我们这个实验使用的是Wilson-Cowan这个模型，还有其他常用的模型如Hopf模型、Aln模型、wong_wang模型等，耦合函数进行的是跨节点的信息转换与传递，也就是将远处节点的状态作为当前计算节点的输入，这一块的计算方式也有不同的方法，主要有加法耦合、扩散耦合和非线性耦合。"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "51daddc6",
   "metadata": {},
   "source": [
    "我们需要导入结构性数据，可以使用dataset里面已经存放的hcp的DTI结构性数据，通常包括Cmat数据和Dmat数据，Cmat存储的是脑区之间的连接强度，Dmat存储的是脑区之间的纤维长度。\n",
    "构建Network来进行全脑的建模，计算80个Wilson-Cowan节点，首先是得到连接强度和延迟时间，延迟时间由Dmat的纤维长度除以传导速度来得到，然后生成索引矩阵，沿连接边构建延迟视图。耦合的计算方式是扩散耦合，根据目标节点活动和延迟后的邻居节点活动计算输入，并按照全局耦合系数k进行缩放。最后整合所有节点的输入得到新的rE。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "da856470c592f0ae",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T14:19:42.632842Z",
     "start_time": "2025-09-16T14:19:40.273570Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Loading checkpoint from D:\\Data\\kagglehub\\datasets\\oujago\\hcp-gw-data-samples\\versions\\1\\hcp-data-sample.msgpack\n"
     ]
    }
   ],
   "source": [
    "import os.path\n",
    "import kagglehub\n",
    "path = kagglehub.dataset_download(\"oujago/hcp-gw-data-samples\")\n",
    "hcp = braintools.file.msgpack_load(os.path.join(path, \"hcp-data-sample.msgpack\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "24995f82",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T14:19:44.539097Z",
     "start_time": "2025-09-16T14:19:44.532723Z"
    }
   },
   "outputs": [],
   "source": [
    "class Network(brainstate.nn.Module):\n",
    "    def __init__(self, signal_speed=2., k=1.):\n",
    "        super().__init__()\n",
    "\n",
    "        conn_weight = hcp['Cmat'].copy()\n",
    "        np.fill_diagonal(conn_weight, 0)\n",
    "        delay_time = hcp['Dmat'] / signal_speed\n",
    "        np.fill_diagonal(delay_time, 0)\n",
    "        indices_ = np.arange(conn_weight.shape[1])\n",
    "        indices_ = np.tile(np.expand_dims(indices_, axis=0), (conn_weight.shape[0], 1))\n",
    "\n",
    "        self.node = brainmass.WilsonCowanModel(\n",
    "            80,\n",
    "            noise_E=brainmass.OUProcess(80, sigma=0.01, init=braintools.init.ZeroInit()),\n",
    "            noise_I=brainmass.OUProcess(80, sigma=0.01, init=braintools.init.ZeroInit()),\n",
    "        )\n",
    "        self.coupling = brainmass.DiffusiveCoupling(\n",
    "            self.node.prefetch_delay('rE', (delay_time * u.ms, indices_), init=braintools.init.Uniform(0, 0.05)),\n",
    "            self.node.prefetch('rE'),\n",
    "            conn_weight,\n",
    "            k=k\n",
    "        )\n",
    "\n",
    "    def update(self):\n",
    "        current = self.coupling()\n",
    "        rE = self.node(current)\n",
    "        return rE\n",
    "\n",
    "    def step_run(self, i):\n",
    "        with brainstate.environ.context(i=i, t=i * brainstate.environ.get_dt()):\n",
    "            return self.update()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "aad21a54",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T14:19:44.760383Z",
     "start_time": "2025-09-16T14:19:44.583928Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Cmat shape: (80, 80)\n",
      "Dmat shape: (80, 80)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x300 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print('Cmat shape:', hcp['Cmat'].shape)   # (80, 80)\n",
    "print('Dmat shape:', hcp['Dmat'].shape)   # (80, 80)\n",
    "fig, ax = plt.subplots(1,2, figsize=(8,3))\n",
    "ax[0].imshow(hcp['Cmat'], cmap='hot'); ax[0].set_title('HCP Cmat')\n",
    "ax[1].imshow(hcp['Dmat'], cmap='plasma'); ax[1].set_title('HCP Dmat (mm)')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "13c4fe9b",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T14:19:45.597103Z",
     "start_time": "2025-09-16T14:19:44.845494Z"
    }
   },
   "outputs": [],
   "source": [
    "net = Network()\n",
    "brainstate.nn.init_all_states(net)\n",
    "indices = np.arange(0, 6e3 // (brainstate.environ.get_dt() / u.ms))\n",
    "exes = brainstate.transform.for_loop(net.step_run, indices)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "92a55bb7-1ab8-40ff-a7f3-801d3e6487d2",
   "metadata": {},
   "source": [
    "最后计算功能连接矩阵，并画出图，从中我们可以得到结构-功能相关性。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6c967181",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T14:19:53.918103Z",
     "start_time": "2025-09-16T14:19:45.611613Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, gs = braintools.visualize.get_figure(1, 2, 4, 6)\n",
    "ax1 = fig.add_subplot(gs[0, 0])\n",
    "fc = braintools.metric.functional_connectivity(exes)\n",
    "ax = ax1.imshow(fc)\n",
    "plt.colorbar(ax, ax=ax1)\n",
    "ax2 = fig.add_subplot(gs[0, 1])\n",
    "ax2.plot(indices, exes[:, ::5], alpha=0.8)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "27d627b8",
   "metadata": {},
   "source": [
    "## Fit MEG data"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8bc7da16",
   "metadata": {},
   "source": [
    "这些都是基础的模拟和分析，接下来我们可以用上面得到的全脑数据和进行我们的任务，拟合MEG数据的功能连接性。\n",
    "首先我们要先计算原始的采样率、脑区数，并对信号数据进行进一步封装"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6bc411c5",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T14:19:54.368841Z",
     "start_time": "2025-09-16T14:19:54.120561Z"
    }
   },
   "outputs": [],
   "source": [
    "# 首先导入必要的工具\n",
    "import xarray as xr\n",
    "\n",
    "dt_ms = brainstate.environ.get_dt()\n",
    "original_fs = 1000. / dt_ms \n",
    "num_regions = exes.shape[1]\n",
    "time_points_orig = indices * dt_ms / 1000. \n",
    "time_points_orig = np.asarray(time_points_orig.magnitude)\n",
    "\n",
    "region_labels = [f'Region_{i}' for i in range(num_regions)]\n",
    "sim_signal_raw = xr.DataArray(\n",
    "    exes, \n",
    "    dims=(\"time\", \"regions\"), \n",
    "    coords={\"time\": time_points_orig, \"regions\": region_labels}\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8677b080",
   "metadata": {},
   "source": [
    "接下来，我们将原始模拟数据根据我们要研究的信号波段范围等进行一系列处理，包括重采样、带通滤波、幅度包络提取和低通滤波等，使研究的目标更明确，也跟MEG数据的处理同步。\n",
    "\n",
    "首先是进行降采样，将超高 10 kHz 的仿真信号降采样至 100 Hz，以便后续分析可在 0–50 Hz 范围内进行，与真实 MEG 数据保持一致。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "406fe24e34474093",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T14:19:54.378534Z",
     "start_time": "2025-09-16T14:19:54.374593Z"
    }
   },
   "outputs": [],
   "source": [
    "from scipy.signal import resample, butter, filtfilt, hilbert"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "df92f65c",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T14:19:54.544350Z",
     "start_time": "2025-09-16T14:19:54.393314Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Original sampling rate: 10000.0 * kbecquerel Hz. Resampled to: 100.0 Hz.\n"
     ]
    }
   ],
   "source": [
    "target_fs = 100.0\n",
    "ratio = len(time_points_orig) * target_fs / original_fs\n",
    "num_samples_new = int(ratio.magnitude)\n",
    "# resample\n",
    "resampled_data, resampled_time = resample(sim_signal_raw, num_samples_new, t=time_points_orig)\n",
    "\n",
    "sim_signal = xr.DataArray(\n",
    "    resampled_data,\n",
    "    dims=(\"time\", \"regions\"),\n",
    "    coords={\"time\": resampled_time, \"regions\": region_labels}\n",
    ")\n",
    "print(f\"Original sampling rate: {original_fs} Hz. Resampled to: {target_fs} Hz.\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c0439495",
   "metadata": {},
   "source": [
    "接下来我们定义一个带通滤波器和一个低通滤波器，为后续特定频率的分析做好准备。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ce9e5e95",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T14:19:54.596672Z",
     "start_time": "2025-09-16T14:19:54.592509Z"
    }
   },
   "outputs": [],
   "source": [
    "#  bandpass filter\n",
    "def butter_bandpass_filter(data, lowcut, highcut, fs, order=3):\n",
    "    nyq = 0.5 * fs\n",
    "    low = lowcut / nyq\n",
    "    high = highcut / nyq\n",
    "    b, a = butter(order, [low, high], btype='band')\n",
    "    y = filtfilt(b, a, data)\n",
    "    return y\n",
    "\n",
    "# low-pass filter\n",
    "def butter_lowpass_filter(data, highcut, fs, order=3):\n",
    "    nyq = 0.5 * fs\n",
    "    high = highcut / nyq\n",
    "    b, a = butter(order, [high], btype='low')\n",
    "    y = filtfilt(b, a, data)\n",
    "    return y"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8b4ae0b0",
   "metadata": {},
   "source": [
    "我们选择感兴趣的脑区之后，将信号滤波到 8–12 Hz 的 α 频段，应用 Hilbert 变换获得解析信号并提取瞬时幅度包络，最后进行低通滤波以揭示其慢动态。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b3c7a4cd",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T14:19:54.656464Z",
     "start_time": "2025-09-16T14:19:54.649167Z"
    }
   },
   "outputs": [],
   "source": [
    "target_region = 'Region_0' # 选择第一个脑区进行分析\n",
    "signal_to_process = sim_signal.sel(regions=target_region).values\n",
    "\n",
    "# bandpass filter\n",
    "freq_band = [8.0, 12.0]    # α\n",
    "filtered_signal = butter_bandpass_filter(signal_to_process, freq_band[0], freq_band[1], fs=target_fs)\n",
    "\n",
    "# hilbert\n",
    "analytic_signal = hilbert(filtered_signal)\n",
    "signal_envelope = np.abs(analytic_signal)\n",
    "\n",
    "# low-pass\n",
    "low_pass_cutoff = 4.0\n",
    "smoothed_envelope = butter_lowpass_filter(signal_envelope, low_pass_cutoff, fs=target_fs)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fe69d3b8",
   "metadata": {},
   "source": [
    "最后分别画出原始信号、带通滤波之后的振幅包络和低通滤波之后的振幅包络，得到我们最终拟合的MEG数据。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a2c31207",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T14:19:54.801585Z",
     "start_time": "2025-09-16T14:19:54.664694Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig_signal, ax_signal = plt.subplots(figsize=(15, 5))\n",
    "plot_duration_s = 4 # 画4秒\n",
    "plot_timepoints = int(plot_duration_s * target_fs)\n",
    "time_axis = sim_signal.time.values[:plot_timepoints]\n",
    "ax_signal.plot(time_axis, filtered_signal[:plot_timepoints], label=f'Filtered Signal ({freq_band[0]}-{freq_band[1]} Hz)', alpha=0.8)\n",
    "ax_signal.plot(time_axis, signal_envelope[:plot_timepoints], label='Signal Envelope', linewidth=2, color='red')\n",
    "ax_signal.plot(time_axis, smoothed_envelope[:plot_timepoints], label=f'Low-Pass Envelope (<{low_pass_cutoff} Hz)', linewidth=2.5, color='black')\n",
    "ax_signal.set_title(f'Signal Processing for {target_region}')\n",
    "ax_signal.set_xlabel('Time (s)')\n",
    "ax_signal.set_ylabel('Amplitude')\n",
    "ax_signal.legend(loc='upper right')\n",
    "ax_signal.spines['top'].set_visible(False)\n",
    "ax_signal.spines['right'].set_visible(False)\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ed004e55",
   "metadata": {},
   "source": [
    "## Process empirical data"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "53cc0387",
   "metadata": {},
   "source": [
    "接下来我们处理真实的MEG数据，首先是数据的加载，我们可以使用 HCP 数据集的静息态 MEG 数据，加载之后我们可以得到脑区标签，并计算原始采样率。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7c7ca17c",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T14:19:56.249798Z",
     "start_time": "2025-09-16T14:19:54.814592Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Data loaded with 94 regions. Sampling rate: 100.00 Hz'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "path = kagglehub.dataset_download(\"oujago/meg-data-samples\")\n",
    "meg_data = xr.open_dataset(os.path.join(path, 'rs-meg.nc'))\n",
    "\n",
    "region_labels = meg_data.regions.values\n",
    "sampling_rate = 1 / (meg_data.time[1] - meg_data.time[0]).item() # Calculate sampling rate from time coordinates\n",
    "display(f\"Data loaded with {len(region_labels)} regions. Sampling rate: {sampling_rate:.2f} Hz\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "69a8de87",
   "metadata": {},
   "source": [
    "接下来我们可以设置一个控件，来自主选择感兴趣的脑区和研究波段"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b7f85694",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T14:19:56.375372Z",
     "start_time": "2025-09-16T14:19:56.360474Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Select a region from the AAL2 atlas and a frequency range\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "c7ba81c7d28440d0aa48c203fed3a92d",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Select(description='Regions', layout=Layout(height='150px', width='50%'), options=('PreCG.L', 'PreCG.R', 'SFG.…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "b7e2369e16ee4b19835102dbf27b2ea5",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "IntRangeSlider(value=(8, 12), description='Frequency (Hz)', layout=Layout(width='80%'), max=46, min=1, style=S…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import ipywidgets as widgets\n",
    "\n",
    "print('Select a region from the AAL2 atlas and a frequency range')\n",
    "# Select a Region \n",
    "target = widgets.Select(options=region_labels, value='PreCG.L', description='Regions', \n",
    "                        tooltips=['Description of slow', 'Description of regular', 'Description of fast'], \n",
    "                        layout=widgets.Layout(width='50%', height='150px'))\n",
    "display(target)\n",
    "\n",
    "# Select Frequency Range\n",
    "freq = widgets.IntRangeSlider(min=1, max=46, description='Frequency (Hz)', value=[8, 12], layout=widgets.Layout(width='80%'), \n",
    "                              style={'description_width': 'initial'})\n",
    "display(freq)\n",
    "\n",
    "plot_timepoints = 1000\n",
    "\n",
    "meg_array = meg_data['__xarray_dataarray_variable__']\n",
    "if meg_array.dims[0] != 'time':\n",
    "    meg_array = meg_array.transpose('time', 'regions')    \n",
    "fs = sampling_rate                                   \n",
    "low, high = freq.value                              \n",
    "plot_len = int(plot_timepoints)                     \n",
    "time_vals = meg_array.time[:plot_len].values "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c4ad8e19",
   "metadata": {},
   "source": [
    "根据上面选择的脑区和波段，进行带通滤波，并画图表示，上图表示的是所选脑区的原始信号，下图表示的是带通滤波之后的信号和振幅包络。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "38a67c2b",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T14:19:56.676635Z",
     "start_time": "2025-09-16T14:19:56.439323Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import seaborn as sns\n",
    "\n",
    "fig, ax = plt.subplots(2, 1, figsize=(12,8), sharex=True)\n",
    "y_raw_target = meg_array.sel(regions=target.value).values \n",
    "sns.lineplot(x=time_vals, y=y_raw_target[:plot_len], ax=ax[0], color='k', alpha=0.6)\n",
    "ax[0].set_title(f'Unfiltered Signal ({target.value})')\n",
    "\n",
    "# Band Pass Filter the Signal\n",
    "y_filt_target = butter_bandpass_filter(y_raw_target, low, high, fs)\n",
    "y_env_target  = np.abs(hilbert(y_filt_target))  \n",
    "\n",
    "sns.lineplot(x=time_vals, y=y_filt_target[:plot_len], ax=ax[1], label='Bandpass-Filtered Signal')\n",
    "sns.lineplot(x=time_vals, y=y_env_target[:plot_len], ax=ax[1], label='Signal Envelope')\n",
    "ax[1].set_title(f'Filtered Signal ({target.value})');\n",
    "ax[1].legend(bbox_to_anchor=(1.2, 1),borderaxespad=0)\n",
    "sns.despine(trim=True)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2dc11796",
   "metadata": {},
   "source": [
    "接下来，我们对信号进行正交化处理。MEG 记录的是多个神经源的混合信号，也就是说电场扩散会引入虚假的功能连接，两个传感器可能捕捉到相同的潜在源。为解决这一问题，我们使用正交化去除每个目标区域信号中与参考区域相位相同的成分，仅保留该目标脑区独立的神经活动。这种正交化可提高 MEG 数据功能连接的空间特异性和可靠性。使用的公式如下：\n",
    "\n",
    "$$\n",
    "Y_{ix}(t, f) = \\text{imag}\\left(\\frac{Y(t, f)}{X(t, f)^*}\\right)\n",
    "$$\n",
    "\n",
    "Y 表示来自目标脑区的解析信号，使它相对于参考脑区 X 的信号进行正交化处理能够去除与 X 脑区相位相同的成分，仅保留 Y 中独立于 X 的神经活动部分。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b40194b9",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T14:19:56.745610Z",
     "start_time": "2025-09-16T14:19:56.732450Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Select a reference region for the orthogonalization\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "9ce646cd4afe41449bf47915cf712389",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Select(description='Regions', index=1, layout=Layout(height='150px', width='50%'), options=('PreCG.L', 'PreCG.…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Orthogonalized signal envelope\n",
    "print('Select a reference region for the orthogonalization')\n",
    "# Select a Region \n",
    "referenz = widgets.Select(options=region_labels, value='PreCG.R', description='Regions',\n",
    "                          tooltips=['Description of slow', 'Description of regular', 'Description of fast'],\n",
    "                          layout=widgets.Layout(width='50%', height='150px'))\n",
    "display(referenz)\n",
    "\n",
    "y_raw_reference = meg_array.sel(regions=referenz.value).values\n",
    "y_filt_reference = butter_bandpass_filter(y_raw_reference, low, high, fs)\n",
    "\n",
    "complex_target = hilbert(y_filt_target)\n",
    "complex_reference = hilbert(y_filt_reference)\n",
    "env_reference = np.abs(complex_reference)\n",
    "env_target = np.abs(complex_target)\n",
    "\n",
    "signal_conj_div_env = complex_reference.conj() / env_reference\n",
    "orth_signal_imag = (complex_target * signal_conj_div_env).imag\n",
    "orth_env = np.abs(orth_signal_imag)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ce91c939",
   "metadata": {},
   "source": [
    "画图表示，上图指的是参考脑区的信号和振幅包络，下图是目标脑区的信号、振幅包络和正交化后的包络。注意：只有真实数据需要进行这个操作，模拟信号不需要。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c7461d0d",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T14:19:57.029883Z",
     "start_time": "2025-09-16T14:19:56.803997Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1200x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig_final, ax_final = plt.subplots(2, 1, figsize=(12, 8), sharex=True)\n",
    "ax_final[0].plot(time_vals, y_filt_reference[:plot_len], label=f'Filtered Signal ({referenz.value})')\n",
    "ax_final[0].plot(time_vals, env_reference[:plot_len], label=f'Signal Envelope ({referenz.value})', color='red', linewidth=2)\n",
    "ax_final[0].set_title(f'Reference Region X ({referenz.value})')\n",
    "ax_final[0].legend()\n",
    "\n",
    "ax_final[1].plot(time_vals, y_filt_target[:plot_len], label='Bandpass-Filtered Signal', alpha=0.8)\n",
    "ax_final[1].plot(time_vals, env_target[:plot_len], label='Signal Envelope', linewidth=2.5)\n",
    "ax_final[1].plot(time_vals, orth_env[:plot_len], label='Orthogonalized Envelope', linewidth=2.5, linestyle='--')\n",
    "ax_final[1].set_title(f'Target Region Y ({target.value})')\n",
    "ax_final[1].legend(bbox_to_anchor=(1.2, 1), borderaxespad=0)\n",
    "\n",
    "sns.despine(trim=True)\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2ae2dedb",
   "metadata": {},
   "source": [
    "对参考脑区的振幅包络和正交化后的目标脑区的振幅包络都通过低通滤波器，分离出他们的低频成分，得到最终的信号。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "acabf634",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T14:19:57.233423Z",
     "start_time": "2025-09-16T14:19:57.048251Z"
    }
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "3eec751686524b6a829bba2852186905",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "FloatSlider(value=1.0, description='Low-Pass Frequency (Hz)', layout=Layout(width='80%'), max=2.0, readout_for…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1500x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Orthogonalized envelope correlation between PreCG.R and PreCG.L: 0.20\n"
     ]
    }
   ],
   "source": [
    "low_pass = widgets.FloatSlider(value=1.0, min=0, max=2.0, step=0.1, description='Low-Pass Frequency (Hz)', \n",
    "                               disabled=False, readout=True, readout_format='.1f', layout=widgets.Layout(width='80%'), \n",
    "                               style={'description_width': 'initial'})\n",
    "display(low_pass)\n",
    "\n",
    "low_orth_env = butter_lowpass_filter(orth_env, highcut=low_pass.value, fs=fs)\n",
    "low_signal_env = butter_lowpass_filter(env_reference, highcut=low_pass.value, fs=fs)\n",
    "\n",
    "# Plot the smoothed envelopes for comparison\n",
    "fig_corr, ax_corr = plt.subplots(1, 2, figsize=(15, 4), sharey=True)\n",
    "\n",
    "# Plot for the reference region\n",
    "ax_corr[0].plot(time_vals, env_reference[:plot_len], alpha=0.5, label='Original Envelope')\n",
    "ax_corr[0].plot(time_vals, low_signal_env[:plot_len], color='black', lw=2, label=f'Smoothed Envelope (<{low_pass.value} Hz)')\n",
    "ax_corr[0].set_title(f'Reference Region X ({referenz.value})')\n",
    "ax_corr[0].legend()\n",
    "\n",
    "# Plot for the target region\n",
    "ax_corr[1].plot(time_vals, orth_env[:plot_len], alpha=0.5, label='Orthogonalized Envelope')\n",
    "ax_corr[1].plot(time_vals, low_orth_env[:plot_len], color='black', lw=2, label='Smoothed Orthogonalized Env.')\n",
    "ax_corr[1].set_title(f'Target Region Y ({target.value})')\n",
    "ax_corr[1].legend()\n",
    "\n",
    "sns.despine(trim=True)\n",
    "plt.tight_layout()\n",
    "plt.show()\n",
    "\n",
    "correlation = np.corrcoef(low_orth_env, low_signal_env)[0, 1]\n",
    "print(f'\\nOrthogonalized envelope correlation between {referenz.value} and {target.value}: {correlation:.2f}')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c1b77743",
   "metadata": {},
   "source": [
    "## Compute the functional connectivity matrix"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "48e548f8",
   "metadata": {},
   "source": [
    "接下来对经过了一系列处理的模拟信号和真实信号计算各自的功能连接矩阵。具体操作是定义一个函数，遍历每一对脑区，执行前面的所有步骤：提取包络、正交化、带通滤波和低通滤波，并返回成对包络相关系数的功能连接矩阵。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "266b4172",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T14:19:57.326964Z",
     "start_time": "2025-09-16T14:19:57.320674Z"
    }
   },
   "outputs": [],
   "source": [
    "def calculate_orthogonalized_fc(meg_data, band, fs, low_pass_cutoff):\n",
    "    num_regions = meg_data.shape[1]\n",
    "    \n",
    "    # Z-score standardize the raw signals from all brain regions to ensure robustness of the results.\n",
    "    meg_array_mean = meg_data.mean(dim='time')\n",
    "    meg_array_std = meg_data.std(dim='time')\n",
    "    meg_data_normalized = (meg_data - meg_array_mean) / meg_array_std\n",
    "    \n",
    "    # Apply band-pass and low-pass filtering\n",
    "    y_filt_all = butter_bandpass_filter(meg_data_normalized.values, band[0], band[1], fs)\n",
    "    complex_all = hilbert(y_filt_all, axis=0)\n",
    "    env_all = np.abs(complex_all) \n",
    "    conj_div_env_all = complex_all.conj() / env_all\n",
    "    low_pass_env_all = butter_lowpass_filter(env_all, highcut=low_pass_cutoff, fs=fs)\n",
    "\n",
    "    # Iteratively compute orthogonalization and correlation\n",
    "    fc_matrix = np.zeros((num_regions, num_regions))\n",
    "    \n",
    "    progress = widgets.IntProgress(min=0, max=num_regions, description='Computing FC:',\n",
    "                                   layout=widgets.Layout(width='80%'), style={'description_width': 'initial'})\n",
    "    display(progress)\n",
    "    \n",
    "    for i in range(num_regions):\n",
    "        complex_target = complex_all[:, i]\n",
    "        orth_signal_imag = (complex_target[:, np.newaxis] * conj_div_env_all).imag\n",
    "        orth_env = np.abs(orth_signal_imag)\n",
    "        low_pass_orth_env = butter_lowpass_filter(orth_env, highcut=low_pass_cutoff, fs=fs)\n",
    "        corr_mat = np.corrcoef(low_pass_orth_env.T, low_pass_env_all.T)\n",
    "        corr_row = np.diag(corr_mat, k=num_regions)\n",
    "        fc_matrix[i, :] = corr_row\n",
    "        progress.value += 1\n",
    "        \n",
    "    fc_matrix = (fc_matrix + fc_matrix.T) / 2\n",
    "    np.fill_diagonal(fc_matrix, 0)\n",
    "    \n",
    "    display(\"FC Matrix calculation complete.\")\n",
    "    return fc_matrix"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9d24b443",
   "metadata": {},
   "source": [
    "定义一个功能连接矩阵可视化函数，画成标准的红蓝对称热图。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3a29ca91",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T14:19:57.350167Z",
     "start_time": "2025-09-16T14:19:57.345979Z"
    }
   },
   "outputs": [],
   "source": [
    "def plot_fc_heatmap(fc_matrix, labels, title, ax):\n",
    "    vmax = np.max(np.abs(fc_matrix))\n",
    "    \n",
    "    sns.heatmap(\n",
    "        fc_matrix,\n",
    "        square=True,\n",
    "        ax=ax,\n",
    "        cmap='RdBu_r',\n",
    "        vmin=-vmax,\n",
    "        vmax=vmax,\n",
    "        cbar_kws={\"shrink\": .8}\n",
    "    )\n",
    "    \n",
    "    num_regions = len(labels)\n",
    "    tick_spacing = max(1, num_regions // 20)\n",
    "    \n",
    "    cleaned_labels = [str(label).replace('.L', '').replace('.R', '') for label in labels]\n",
    "    \n",
    "    ax.set_xticks(np.arange(0, num_regions, tick_spacing))\n",
    "    ax.set_yticks(np.arange(0, num_regions, tick_spacing))\n",
    "    ax.set_xticklabels(cleaned_labels[::tick_spacing], rotation=90, fontsize=8)\n",
    "    ax.set_yticklabels(cleaned_labels[::tick_spacing], rotation=0, fontsize=8)\n",
    "    ax.set_title(title)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "715e4552",
   "metadata": {},
   "source": [
    "计算真实信号的FC矩阵并画图展示"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2b3c7346",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T14:20:00.687287Z",
     "start_time": "2025-09-16T14:19:57.360499Z"
    }
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "8f7189a2483a419f885235e78dbf3a5a",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "IntProgress(value=0, description='Computing FC:', layout=Layout(width='80%'), max=94, style=ProgressStyle(desc…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'FC Matrix calculation complete.'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Plotting FC Matrix for real MEG data (Default Order)...\n"
     ]
    },
    {
     "data": {
      "image/png": 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n45xzzoHH46k0w6FmwYIFePfdd/Hss8+WS0Ofm5sLwzDQqVOnSpfLysoKT26TkpLKxSrrr8o4nc5y50NlGjdujH379olxv9+PvLy8SvsVQLg/YmJiwt87ere0b9++ePTRR8PfP//889GzZ0+8+OKLuP/++yvc9brjjjuQmZlpul+/tX37dtx2220oKirCCy+8gA4dOhzXclK/VDauQ6EQ7rnnHmRlZeHtt9+u9GeOjvHfOz6IiGoDTtyIqMolJyfj0UcfxZ133onJkyeH76AdTcKxcOHCSn8Ja9y4MQoLCzFs2DC0atUKH3zwAZo1awar1YrPP/8cH3300Ulr4/r16xEMBnHeeecBKPtF/5VXXsHEiRNx+eWXIz4+HgAqvFNzrMmTJ+Ojjz7CM888gz/+8Y/hX6TN3k/KyMjA559/jo0bN4qTiA8//BBut9s0JXwk6tWrh127dlX4/tFHR5OSksJ3hLKzs8tNHo9O6ID/PV6XnZ1d6bqOnfxo3nvvPUydOhVjxozBVVddFZ7w33nnndiyZctxr2f16tWYOXMmRowYUeFuYXx8PGJiYsKPER4rPT0d3377LQDg8OHD5e4YmyX3+D26d++OhQsX4tChQ5VOCD///HPcfvvtmDNnTvj9xt862q9HJ5lA2XEpKSmpMJ4aNGiAM888Ezt27ABQ8a7X783I+OWXX+L2229HfHw8lixZclzvtkXiySefxNq1azF//nykp6dX+jNHk7f8nnFGRFRbMKskEVWLXr16oUePHnj//ffDj8sdfXQvJycH7dq1C/87cuQInn32WeTm5mLnzp3Izc3FX/7yF5x11lnhR7j+8Y9/AICaqfF4Hb0zkZycHP6leMOGDTjrrLNw9dVXhydtBw8exA8//FBum8c+UrZhw4bwHY2jk7atW7fiyJEjalv79euH9PR0PProo5VmTPzss8+wfPly3HjjjaaPoEXymNt5552HvXv34ptvvin3/XfffRcOhwPt27dH586dYbPZ8Mknn5T7mY8//jj8/zPPPBMNGzbE+++/X+5nfv31V2zatEmclFZmw4YNSEhIwLBhw8KTtqKiImzYsOG4j/sPP/yA++67D927d6+0jMIf/vAHFBcXwzCMcmPwhx9+wNy5cxEIBNCxY0e43e4KxbKPPq57MgwePBgOhwOTJ0+u8MhkcXExZs2ahaSkJFx44YWVLp+amgqbzYYDBw6Ev9egQQMkJiZiw4YN5X72yJEj+OWXX8LvDf52v9u1aycmSKnMd999h9tuuw2NGjXCG2+8UWWTtmXLluGll17C3XffLfYB8L+79L/9wwIRUV3BO25EVG0efPBB9OvXD5MmTQqnq+/Xrx8eeeQR7N27F+eccw5+/vlnzJw5E2lpaTjjjDNQXFyMuLg4PPfcc7Db7bDb7fjoo4/CdwlKSkp+Vxt2796NTZs2ASh7/GzPnj14/fXX8Z///Adz584NP2rVvn17/PWvf8WCBQtw7rnnYteuXZg/fz58Pl+5bSYkJOC7777D+vXr0b59e7Rv3x6rVq3Ca6+9hubNm2Pbtm2YN28eLBaL2taYmBjMnj0bI0aMwIABAzBkyBCcffbZKCkpwerVq/H222/j0ksvPa7iwse26XhcddVV+Nvf/obbb78do0ePRlpaGlavXo133nkHd9xxBxISEpCQkICrr74aTz/9NPx+P1q3bo1PPvkkPIE5+m7UPffcgwceeAD33nsv+vXrh5ycHMyZMwf16tULJzU5Hu3bt8drr72GqVOn4pJLLkFWVhZefPFFZGdnh99R0+Tm5uK2225DTEwMRowYga1bt5ab8J1++um46KKLcN5552HUqFEYNWoUmjdvjm+//RazZs1Cjx49whPGUaNG4ZlnnoHH40HXrl3x+eefn9SJW1paGiZMmICHHnoIgwcPxqBBg9CoUSPs3r0bL7/8Mn799Ve8+OKL4qO6MTEx6NSpEzZs2ICbb74ZQNl7c5mZmXj88ccRGxuLK664Ajk5OZg/fz5sNhtuueWWE273Qw89hEAggMzMTOzfv79cyYf69euHE+qciE2bNuGRRx7BH/7wB3Tv3h2bN28u9zjt0SRBQNlkPy0tDWeeeeYJb5eIKNpw4kZE1aZZs2a48cYb8dJLL+G1117DDTfcgClTpmD+/Pl4/fXXceDAATRo0AC9e/fGXXfdBZvNhvj4ePz1r3/F9OnTceeddyI2NhZt2rTBq6++iuHDh+Prr78uV8vJzLx588KJIux2O+rXr48uXbrg0UcfLfeuz9E09osWLcLcuXPRqFEj9O/fP5zxMj8/HwkJCbjlllvwxBNPYOjQoXj55Zcxbty4cCIWn8+HtLQ0jBw5Ej/++CNWr16NYDAoZvNr1aoVli5dildffRVvv/029uzZA7fbjdatW2P69Oniu4DHOrZNx8Pj8WDx4sV46qmn8Oyzz6KwsBDNmjXD5MmTyz0e+sgjjyAmJgYvvfQSCgsL0a1bN4wcORJz584N32G86qqrEBsbi/nz5+P2229HXFwcevTogXvuuee43wsDgIEDB2LPnj1455138Le//Q2pqam46KKLcP311+ORRx4xzRy4ffv2cAbOwYMHV4hPmTIFV111FRYsWIBnn30W8+fPx+HDh5GamoohQ4aEy1EAZeMhJiYGCxcuxMKFC9GxY0fcf//9mDBhwnHvz/Hsb3p6OhYuXIhnnnkGhw8fRsOGDdGpUyfMnj3bNNnGn/70J8yePRterzc8wbvhhhsQHx+Pl19+GUuXLkVSUhK6dOmCOXPmhO+4RerXX38Nv7M4evToSvdn6tSpJ7QNoKxUgt/vx/r16zFw4MAK8b///e/hpCRr166t8DgsEVFdYTFO1pv9RERUp+Xm5uIf//gHevToUe4domnTpmHp0qVirS+qHiUlJejZsyfGjBlzXKn465qvv/4at9xyCz799NPf/Z4eEVFtwDtuRER0XDweDyZPnow2bdrgpptuQkxMDDZt2oRXX30VI0aMqOnmnfI8Hg8yMzPx4osvom/fvqZ12uqaF154ATfddBMnbURUZ/GOGxERHbfvv/8ezzzzDDZt2oSSkhKcfvrpGDRoEAYPHlyhphbVjOHDh+PSSy/FoEGDarop1ebf//43pkyZgrfffjv8vhsRUV1TayZue/bsQa9evdC8eXNYLBYEg0HExcVh4sSJaNmy5XGvZ/ny5ViyZAl8Ph9CoRD69euH4cOHh+NfffUV5syZgwMHDiAUCuHMM8/E/fffz0KeRERERERUY2rVo5IpKSlYsWJF+OslS5Zg7NixWL58+XEt/8Ybb+D111/H/PnzkZKSgsLCQowYMQJ2ux1DhgzBN998g7vvvhvPPvssOnfuDABYtWoVhg8fjg8//JB/xSMiIiIiohpRqyZux+ratSuefPJJ3HjjjUhISMBPP/2EqVOnorCwEM888wyCwSBSU1MxceJEpKamYt68eZg2bVr4+fe4uDg88cQTyMrKAgDMnTsXI0aMCE/aAITTJxcWFobTQhMREREREVWnWluAOxQKYfny5eFJ1llnnYUPP/wQp59+Op588km88MILWLZsGXr37o3JkyfjyJEj2L9/Pzp06FBuPenp6TjvvPMAAN988w3OP//8Ctu6/vrrOWkjIiIiIqIaU6vuuGVlZaF///4AAJ/PhxYtWmDSpEkYO3YsOnXqBADYvHkz9u3bh5tuuglA2QTvaFHYo19LDMMo93L9NddcA5/Ph4KCAtx3333o3bt3Ve0aERERERGRqFZN3I59x+233G43ACAYDKJz58547rnnAJRN8PLz85GYmIimTZtiy5Yt5e6qbd26Fe+88w7Gjx+Pdu3aYePGjWjRogUA4K233gIAjBs3DqWlpcfdztKSEjH2+e4CMRbvklM313M5xFiiW0/5nPjhTDFW0PtuMeYLynlrnDY5e1yD0iwxVrJSLwbsuuZeMbavVL5BnKT0Qdz2z8SYb+d/xJizm17s+EBMuhhLQb4YC61/X4wZAb/cnrPaq+0JpMlx+y9fizHfL9vEmMXpltfZsIm8XNJpYgwAQod2izGjtFhdVmKNiZdj9RpEtE5APyZGkXycYZfPWUs9JV35CWRmtPjlaw8s8vkTcsVGvk1D/mMYgkFlQXk/DVtkH01qW0wYSv9ofYcT2KbKJr9TrbVV7QMtpu0jAMPukmPa8VL+WGoJyueW2XlgOGPUuCjgkzcZ8MrbU/YfDvk6CQAIBZRtyu2B2j/y8TIcSlsB/Zio57PcHm05wyZfC83GnUprj9LnhlUZr1aTEhpaeyPsH82JtNXR8PSItknRrdY+Kinp0KEDNm3ahJ9//hkA8OKLL2L8+PEAgGHDhmHq1Knhd9ry8vIwZcoUNG3aFAAwevRozJ07Fxs2bAivb/fu3di2bVv4jh0REREREVF1q1V33I5Hw4YN8cQTT+Duu+9GMBhEgwYNMH36dADAoEGDEAwGMXToUFgsFoRCIQwcOBC33HILAKBz586YNWsW5syZg4MHDwIAYmJiMHjwYPTr16/G9omIiIiIiE5ttWbilpaWhtWrV1caW7x4cbmvMzIykJGRUenPDh48GIMHDxa3c+655+KFF16IvKFEREREREQnGZ//IyIiIiIiinKcuBEREREREUU5TtyIiIiIiIiiHCduREREREREUa7WJCepTbRabRedLtea6v/yRjGWGCPXQWmRKq8TAB7tNUyMLfv+kBizKnV0GsXLdWK6paWKsXpnnS3GAKDAkPez2C/XZYl1yDXnNIHCQjHmLpWPIwDEJ8k1VGzZcr8W/bxTjPmL5DpcCSYlKRyxiWLMu/0bMZb7/U9izOaULxGxTfbKbUltKsYAwPvrz3IsV+53i03uA2e8XIvM0VAekwCAkFxvzPDLdZaCRfL4sbnkc8Sm1cBzyPW7AMBQaqMZxXJdOa0mnzU+Sd6gybjTzjytBp5VaY9WAy/StgCAxSafs2p7InUCNaEMu3y9g1I3LeJ6UWb1tLR6UlVRV87s78pVUT9P6wOlz836TqtIp9bk09arjS3tWAGARam5pvSrWqvN0Mayck0zG3eRtifCvjOtIRnhWNf6R61pqR3LCOtdUu3GO25ERERERERRjhM3IiIiIiKiKMeJGxERERERUZTjxI2IiIiIiCjKceJGREREREQU5ThxIyIiIiIiinLMJVoF4l1yqlkt5f+KIZ3E2O0rtokxj1NPOW3xySnmYxzyEHBY5RS1MQ55m06bvFyoSE5XDgAuZVmXXYvJf4MIFcvp5X0FRfJyZm1VUipb/HKfa9v0F5XK7SnIVdujHedQabEY8+YqKe2V8aGl37fVk7cH6GUPfPn6shKLkrbeniBvDwCgpK0Per1iTCtd4IyXx4fVJx9nLYU+ALV0QahEHlvaX+kMpT1m5QAQijD9vJKSW0uffiLUcgER7od2PGDV12nRyh4YcmvVFPsR7odpVvYI07JXSTp3k/VqtG1aQnIJhoj3H9D7QNmmvo/K5/6JtCeotEcb6xptTJrdPtCWVdqjjy3lCmN6/lRBe5SU/+py2rGiOot33IiIiIiIiKIcJ25ERERERERRjhM3IiIiIiKiKMeJGxERERERUZTjxI2IiIiIiCjKceJGREREREQU5VgOoArUc8kpnhNj5JiW8n9u/9Zi7IVNB9T2WAJyqu84Zz0x5rDJ8/o4pQSBVg7AKJXTlQOAw5DT23qUlP8u5U8QWlp/LfW8VkYAAKxKyn9tm1rKf1++3D+BYj2lveGV9yWgbDOgpOYPOeVLhFbWwOXV2xos9Ykxf7GSKj8op0a2e5zyBk1S7Gsp/7W+046lzSGf63rKf5NyAAG577SyDxaH3D+GX15nldFS4VdRlmuLUoIg8lTnWjkAvVSLKtJU8JEySYOupiU/2W0BIk73D0DflxNZb6TrVNsTWdkHrTyBqSpIsa/S9sNklVq5BLWUgtqeCEttmIi8Pdr4kH+fqqqyKRTdeMeNiIiIiIgoytWpO2579uzBpZdeiquuugpTpkwJfz87OxsXXnghRo4cifXr1+PAgQOIiYkJx6+88krceuutAIA333wTf/vb3+Dz+eDz+dCtWzfcf//9iIuLq/b9ISIiIiIiAurYxA0AkpKSsHbtWvj9fjj++6jSqlWrkJiYGP6ZSZMm4fzzz6+w7PPPP4+PP/4Y8+bNQ6NGjRAMBjFt2jQ88sgjmDlzZnXtAhERERERUTl17lHJmJgYdOzYEV988UX4ex9++CEuu+wydTmfz4f58+dj0qRJaNSoEQDAZrPhvvvuw9lnn12lbSYiIiIiItLUuTtuAHDFFVdg1apVuPjii7F371643W4kJyeH4w8//HC5RyVXrFiBH3/8ETabDa1atSq3LqfTieHDh1db24mIiIiIiI5VJydul1xyCaZOnQqfz4eVK1eid+/e2LdvXzhe2aOShmHAYvlfjp7t27dj7NixAIAjR47gzTffDN+JIyIiIiIiqk51cuLm8XjQpUsXfPHFF/j000/xwgsv4JVXXlGXadasGXw+H37++WeceeaZaNWqFVasWAEAyMjIQDB4/KmiE91yquYWqfFyu5UU+1rK/2Hnnqa2x/rrRjHWJCFVjNkscrLZBGUfbaVyKvzSnBwxBgDukjwxFudpIMasXjl1f0ArB1CglAMoyBVjAGArlbeplRLQUsirpQKU9PsA4FH2M1Aqp7v3F8kxq19ObxwoUVLIm6XfV9YbVNqqlQMI+uR1Giap3tX1+uV90coahLRrRqSp5wEYynpDSh9UQQL5/240snT4amr+qmJV3g6oifZYImuPYVU+ui3yWD6RVOeG0lYtpu6jNna05cxoxznSLjiB9lRFGv3a1B51fJhuUyk2UUX9o1JT90fWr3qpDeW6VBWlLSjq1bl33I7q3bs35s+fj5SUFMTHy5OlozweD0aOHIlx48aVuzu3bt065ObmwmargQ91IiIiIiIi1NE7bgBw4YUXYty4cbj55puPe5nhw4ejYcOGuOuuu+D1euH3+9G0aVPMnTuXj0kSEREREVGNqVMTt7S0NKxevRpAWVKRr7/+OhzLzMw8rnUMGDAAAwYMqIrmERERERERRaTOPipJRERERERUV3DiRkREREREFOU4cSMiIiIiIopydeodt2iR+OFMMfZor2FizOIrkWMBOU28lu4fAHxNO4mxLts+l7fpcIix0EE5NX3RN1+Ksa9mfiTGAKCbUx6SMS3PFWPBnENi7JcV8j7u2yCXWbBqKaUBnOaJFWNFWzeJsQMbd4sxf5GeRl8T00ROoJP/834xlrdHLiNgU0pU2BzKsUpJEmMAUHpY3mZJtlxKQWNzu8SYlrYfAPxF8rkXafkGV6Kcml9Lg66l+wcAwydvM6SUWVCdSHmCkJJ+PuK1atuT23oiJQYsyvmu7eOpQk0hXyVp0E2WDSpjXWuPNtZDEa7TbP+D8nXdEpSvTRalPYbNKS8X0K93EbdHWa9hkz8PLFr5CpO+U9vjl0vHQClnpDEM/ddi7Zhov8Op5RLsEV5DWQ7glMQ7bkRERERERFGOEzciIiIiIqIox4kbERERERFRlOPEjYiIiIiIKMpx4kZERERERBTlOHEjIiIiIiKKciwHUAUKet8txpZ9L6etj1HSq8c564mxJgmpanu0lP+B1heJsYPFctrkeKc8509o1FyMtc/VU73HdO0lxoIJp4kxR3K2GEvp8p28Tr+yj6fr/WpNqC/GnIlxYsyT5FbXK27PZvJ3FiVluZbOPFAipzcO+eTlSnOLxZivQC4XAQBeZRwUZcnrDfoiS1vvbpCgxv358jZLDueJseKsQjGmpfW3KMfSCOopnrUSBL4CeT/ifXIKcGeCXNrCrD3a2LIq1zR7onItiLBcgsWmlwOwxMjjwBobr7RHObf8Srpyh5yyHQAs7hi5PUq5EaszsmvIiZQ1sLjk9sBhkn5eWmdASUtvks7dsCt9q6RJV7cZafp9s5T2SjkfRNgeNcW+FgOACFPsa+2BoRRwsCrjw7TvlLYq+6Gl34dW6sesPdoxibQ9CkNZTj0eVGfxjhsREREREVGU48SNiIiIiIgoynHiRkREREREFOU4cSMiIiIiIopynLgRERERERFFOU7ciIiIiIiIohwnbkRERERERFGOddyqgC8o1zOxKrVpHFYlptR9spnUu7E4HGJMq9WWGiPXRPIqpU60mjYWrX4KAEOrIRNQYkr9FK0OlUXp86Bfrq8DAEapXDMr5D/59VVCZvW0lHo3VbXNU4FW+yqknOsa7Twwq5um0Za1mtQ4qwpavTpYlfYoddxU2joBWOzytdCi1AXTzi21VpuyPQCwaO3V6pTZlPWq19/I+1yrJxVpjSpon10mnxVVsU11H5W+Myn9Bf0TOkJKW9X9gEl7quJYaus067wIaX1QJWPZjLrNCPuOTkkcEURERERERFGuRu64tWrVCtu3b8eePXvQq1cvNG/evFz8qaeewllnnYXc3Fw8/fTT+Pe//w2HwwGbzYYhQ4bgqquuAgC88cYbiI2NRZ8+fSpsY/jw4Zg0aRJSU1OrZZ+IiIiIiIiqSo0/KpmSkoIVK1ZU+L7P58PNN9+Miy++GKtWrYLdbsf+/fsxbNgwJCcn48ILL8Q333yDP/zhD5Wu9/nnn6/qphMREREREVWLGp+4ST799FNYrVbcdddd4e81atQIjz32GPx+P9auXYvVq1fjyy+/RIMGDbBq1Srk5ORg9+7duPPOOzF9+nQsWrQIiYmJePDBB3Hw4EFkZWWhU6dOmDFjBtavX4958+YhPj4eP/30E0477TQ8/fTTSExMxMcff4yZM2fC7XajY8eO2LFjBxYvXlxznUFERERERKe0Gp+4ZWVloX///uGvMzIycOedd2Ljxo04//zzK/x8586dy/3sH/7wB1x00UVYtWoV4uPjsWrVKgDA9OnTAQBr1qxBy5YtMWvWLPj9flx55ZX4z3/+AwDYvHkzPvjgAzRu3BgjR47Ee++9hyuvvBKPPfYY3njjDTRp0gQTJ06syt0nIiIiIiIyVeMTN+lRyWPNmzcPH374Ifx+P5o1a4Y5c+ZU+JmOHTtW+F6fPn3w7bff4pVXXsHOnTuRk5OD4uKybIAtWrRA48aNAQBt2rRBXl4evv76a5x77rlo0qQJAODaa6/F5MmTT2QXiYiIiIiITkiNT9wk55xzDl5//fXw1yNHjsTIkSOxbt26SidtAODxeCp8b/HixVi1ahUGDRqEP/7xj/jhhx9gGGUpvF0uV/jnLBYLDMOA1WpFSEn/fTycNjm1a6N4lxiLccjphuOccizBrafADh0sEmPxTjmxqJby36VltvWViLFAqZ6yPlSQI8asrlhluVw5pqTmD/rlnQyeQFu1ZQ0lhbwWMysxoG/z5KdcjjQVPmBeFkKi9Y/GqqWlryIWJf2+lprf7DhHeiy11Pxa7ETGjnactdT82lG2QDkvzcoBKKn7tfZo1FIBZutUyxMo/WON7KNbK9VimnZcKycRYXsM2wm0J9I06dq1x1BGnprOXb8uaennLRGmplfHQA2kkDdscnsi3v8TEWnK/ypqj15qIsIxwFIBp6SoPeq9e/eG1+vFnDlz4POVfTCWlpbiH//4B6z/HeQ2mw3BoF575osvvsB1112Hfv36wWKxYNu2berErFOnTtiyZQv27dsHAFi+fPnJ2SEiIiIiIqIIRe0dN6fTiUWLFmHWrFm46qqrYLPZEAgE8Mc//hFPPvkkAKB79+548sknERsr34m56aabMGHCBLz88suIiYlBp06d8OuvvyI9Pb3Sn69fvz4mTpyIESNGwOFw4Mwzz4Tb7a6SfSQiIiIiIjoeNTJx2759OwAgLS0Nq1evFn8uPj4eDz30kBi/4oorcMUVVwAou0P3W0fXm5aWho8++qjS5X+b/CQzMxMAkJeXh82bN2PZsmWw2+1YuHAhDhw4cBx7RUREREREVDWi9o5bTUlISEBpaSn69esHu92O9PR0TJo0qaabRUREREREpzBO3I5hsVjwwAMP4IEHHqjpphAREREREQGI4uQkREREREREVIZ33KpAg9IsMdYtLVWMaWUEtJitNF9tT9E3X4qxhEbNxZiWOlpL+e9r3E6M5f6wR4wBQGKL/4gxW1GBGAsV5oqxwr2HxFhxdrEYK9p/WIwBQNyhvWKs5HCeGPMV+cVYoFROBa8tBwC+ArnsQ9Anr9cIRZZiX0sTH6qC8gMAYFHOAy3lv1n5ATVVvrKsVTsvHfLl1eqUYxa/fpy1ZbVt2txyKnyrlpbepO+08gUWp5zYyeKWk0qhVB7Laupsu7yPpu3xKO3xlsrLaSn/TcoBWJVtGna5rYZ2vJTrtnECpW4Mm9y3emp6+RyRI8eR6lxLMR9SrndKW9X2KGPL4pfHR9kPaOne5a3qKeSV8gxVVUqhKlLsn0hK+wj7VStfYTbutDES6X5q21RLKWhtoTqLd9yIiIiIiIiiHCduREREREREUY6PShIRERERUY26zXJGtW3rOeOXatvWycQ7bkRERERERFGOd9yIiIiIiKhGKfm+6L94x42IiIiIiCjK8Y5bFShZ+bIYq3fW2WIsVCSn9TeU9NilOTlqe76a+ZEYa58rp9jX0oAHSn1iTEv532z+m2IMAHbccrUYq3eGXEohUOoVY79+sUuM7dslp+0P+SJPnV10IFeMHdlxRIyVKuUAQkE9bX9cI7k8Qd5uuT0F+wrV9UosVvlPYwlZ+pgsOSyPZ61EQ1A5Jq4Elxjz5ur76FXOg9JcufRFSY6cBlwrz+DNkbennVtl65X7J1CklOnIl9tj9yjjTiklAQChYFCMuZQyC9Zi+XoXKlHKASgp7S0OPf1+SCkHoJUZMHxKunctxb5JOQBtWe2vqpaQPNZVSqkANQYAhnL9cUR2rbQE5LFuVoZCTZMeVMZsSB6vkZbAsQT0cgDqsn45ppVvsLiU8hUmIm5PQC5VYtFKQmhtUcaAaXuU89LiipFXqowtsxs+Wt8ZJcrvU9q1x/DIy2lj0i//3lNb2bQyDgSAd9yIiIiIiIiiHu+4ERERERFRjeI7buZ4x42IiIiIiCjK8Y4bERERERHVKL7jZo533IiIiIiIiKIc77gREREREVGN4jtu5jhxqwKua+4VYwWGnB7apYxYhyGnN3aXyCntAaCbUz7MMV17iTFDSTUbKpDTvSe2+I8Y09L9A0CLl94RY4GlT4oxLb16AyU1f8gnp4aOSZZT9AKAI1aOO2LllO12j3w8HEq6eyOop9wOlMhplQMl8vjx+eU+8IXkFODOXDkVc+lh+XgAQNFBuX+0WKnSBzan/ABBTPIhtT3F2XKK54L9cimBEqV0gVaeQOMv0lOLe/Pl81I7znZlvNoc8pgM+k3KAfjkFOHuBvXEWKxS9kArXaCdBza3U4wBgMcr960RnyjHlLTjhlIOweLQ22PExIuxkFICxqqlFte2p6TCN2P1yOnnre7IUtPr6eX1B4IsVltE64WSfl4rbWF1yOezWVp2o1S+hoSUMamWLnDLY8eUVx5beikOpX8iHJOWoF4OQCuFZGh9p21TKSWhlZko26Z8zdf6Ti3voY1lrS1KaQKqu/ioJBERERERUZTjHTciIiIiIqpRTE5irk5O3Pbs2YNevXqhefPmAIBQKISioiIMGDAAo0ePRnFxMWbOnIk1a9bA4/HA7XZj+PDhuOyyywAAs2fPBgBkZmbW2D4QEREREREdVScnbgCQkpKCFStWhL8+ePAg/vSnP+HKK6/E448/jubNm+ODDz6A0+nErl27cOutt8Lr9aJPnz412GoiIiIiolMPk5OYO2XecTt06BAMw8Dhw4exe/duPPzww3A6y14cT09Px4MPPohZs2bVcCuJiIiIiIgqqrN33LKystC/f3/4fD4cOXIE55xzDubMmYMtW7agXbt2sBzzHG2XLl2wa9cu5Obm1kyDiYiIiIhOUXzHzVydveN29FHJDz74AAMGDIDf70fXrl0BAMFKUv76/WXpg4+d0BEREREREdW0OnvH7Sir1YoxY8ZgwIABWLBgAc4//3wsXrwYPp8v/KgkAGzcuBHp6emoV0+uO3S89pXK8+FipSaSyy5PGj12eZ1xngZqe2JanivGggmniTFLQK5NY3XJdXtsRXINr3pnpIoxQK/VZr9qjLygslxMSoIYi1Xqd5nV4dJqRjli5Zo27sTI6t04Y/WaUHaPHNf2xaOs16nUuXMoy9nccr1CAHDEyXEthkK5PpPWP9rxAAB7kbxeh1u+TPqVmnxavT6bWz4eZvX6gsoxMYJy1R+7Ml7NamZprMqyNqWGpHb+2H3ydTLol4+VzamPO4tLHgcWpQ6VEZKPicWq1NoyqW1lccm19bS6WNp+qJQ6ZWbUfbHKx1mri6XV04JZPa0I16vVxbIovxEZNuX6q4yPsvUq41KpjWYElf3Q1mnCqi3rkGNqe5T+Udtq6H0Hu9LvWg1F7Xy2Rd532rHUtqm3R9lHbXvByPcjWtXZu0kn0SnRR3a7HWPHjsXzzz+Ppk2bomXLlpg0aRJ8vrLCjzt37sTUqVMxevToGm4pERERERFRRXX+jttRF154ITp27IiZM2di9uzZmDVrFvr27Qu73Q6324177rkHvXr1Cv/8/Pnz8dJLL4W/HjduHK699tqaaDoRERERUZ3Gd9zM1cmJW1paGlavXl3h+y+//HL4/2PGjMGYMZU/epeZmckabkREREREFDXq5MSNiIiIiIhqD9ZxM3dKvONGRERERERUm/GOGxERERER1Si+42aOE7cqkOS2ibFYh5yM2KWk/Hcp90atXjn9PgAEcw6JMUdythizBH1iLFSQK8cK5VigVC4xAADeHGVfIiwVEPrnjeo2xeXM0rKXyv2jpXS3OeXxYXPIMcsJPEOgpaa3K+nutW1qafLN0u9r5QmcsXKKY6vSHleCUtYgXi5fAQAB5Vj6C+VY0C+no3YnyqneXYlxYsxii/xBCG1sRbpNbZwD+nniSowXY7b4RLk9SomBkFJSxebSS3hY4+RtWuOT5AW1lORKOneztP3WGLlUiTVW7jvYlf1U0qurVxCTtOyGXUlnrqV719L6h+RjqaX7NxWUzwOtdIFF6YOQQz6fTWljRFlMiwWV46HtB6AfS4s2ZANyKQ7DoYxJLd29SVstIf2cFlerjVdHhOU0AFiCch9YHHJMPWeV80ctFWBTtkd1FiduRERERERUo/iOmzm+40ZERERERBTleMeNiIiIiIhqFN9xM8c7bkRERERERFGOEzciIiIiIqIox0cliYiIiIioRjE5iTlO3KpA3PbPIlouVCynwg8V5YuxgBIDgF9WfC7GUrp8J8a0lPZaSu7CvXL5gV+/2CXGAKDBgVwxFpMip87WUv43fXqxGNvZ4QIxFiiR9xEArEoKdX+pvGxpTqkY8+bL5RLMygH48ovFmLYvRkg+zkZQLl+hpYHX1nkitDTxWkp7sxT7ka5XK99g98hpnPV16pflgLKs3S1v06qs12qT90O7DgCAxaqUvlDaY3EqKcm98jlisyqp3rW09AAsLjmlu9oeJZ27mupdKyMAwOJQ2mtTUoQrKe1VWqkAk7TsUMaIlmJfbY62nFk5AK29yvmsHS+tBIEWO6HfNbXxrI07rX/MjqVG22aETqjvTmRfImG2vepuj8L0nKU6iRM3IiIiIiKqUUxOYo7vuBEREREREUU53nEjIiIiIqIaxXfczPGOGxERERERUZTjHTciIiIiIqpRvONmjnfciIiIiIiIohzvuFUB387/iLFAYaG8XEGRHFNSvfsK5BgA7NtwQIwF/Uoqa6v8p4+gX05DW5wtt2ffrjwxBgAhn9ye2OwSdVmJlvL/os1fiLG/tzxfXa+Wnj+o7EfhIbl/CgNyvyb49NS/RQfl8VOilCAoVGJKNQB1/705clsAfYxo5RKCSh9oy5Ue1sddaa48trS2evN9ckzpA5vbJcb8+XrfefPltmrnZWyufO3RyhMES+V9BPRyAVan/BFjcx0WY/5CuQ9CPrm0hVZ+AAAsyjY1WjkWtRyAUmIAAAxlWWtQWa9S1iDSdO5aWwDA4o6VgzZ/RNvU0plrKeRN1xuUx6zhk68TGqtL3n+Lz+SzqUQePyGl9IXGEiNflyxBvZQNSpXSQyXK9Ucb61r/aGUoTPpOPfcC8rizmpQGiZRRElnfWZWyD+pNJq1cT6l8Ta+tmFXSHO+4ERERERERRbk6fcetuLgYM2fOxJo1a+DxeOB2uzF8+HBcdtllmD17NgAgMzOz3DLr1q3DbbfdhtNPP73c9xcvXoyEBLkANBERERERRYbvuJmr0xO3UaNGoXnz5vjggw/gdDqxa9cu3HrrrfB6vepy55xzDhYvXlxNrSQiIiIiItLV2Ucl169fj927d+Phhx+G01n23kN6ejoefPBBzJo1q4ZbR0RERERER9kslmr7V1vV2TtuW7ZsQbt27WA55uB06dIFu3btQl5eHurVq1fpslu3bkX//v3DXw8aNAjXXXddlbaXiIiIiIhIUmcnbgAQrCQrl99vnv2Kj0oSEREREVUfvuNmrs5O3Dp06IDFixfD5/OFH5UEgI0bNyI9PV2823YyOLtdKcbcWhpeJe1tqFhZriBXbY/VKj8RG396qhgLKpNcLUV40X455XbIJKV9TLKc5tqVIKdQDykpyQMlcmpkLeX/pT+sE2MA8M2VvcSYVUmvbo3wFn3IUHLzA/CXyvsZUGIlSs7/EqVfnQXyGNBS6AN66v6cInncae1xZMmpmGOz5PMHAIoOKiUa9sspl4uUsRWvLKeNV63EQFlcfkfXUI5lbEpkqfD9RZGlKweAoN8kLbnAm6P0nbJOs3IAcVowIPe7lubbUNJ1W03KAViV1PSGkibe4tLXWxWskbZHSYOuliBQljOjpdg3lOOsscYmiTGLTy/hEVQ+2yMtT2Dzy9cBS0g/77TxHCqNrByA3S+n9dc+uQxlPwC9f7SYxaOUJ7Aqv/oqpQsAk7Glns9y/1iU0gXabwuRlpKg2q3OvuPWpUsXtGzZEpMmTYLPV3ah3rlzJ6ZOnYrRo0fXcOuIiIiIiOgovuNmrs5O3ABg9uzZiI+PR9++fXHllVdizJgxuOeee9CnTx8AwPz589GxY8fwvzfeeKOGW0xERERERFRRnX1UEgBcLhfGjBmDMWPGVIhlZmZWqOF21Pnny4/PERERERERVbc6PXEjIiIiIqLox+Qk5ur0o5JERERERER1ASduRERERERUo6I1OYnX68WDDz6ILl26oHv37njppZfEn92+fTuuu+46tG/fHn379sWXX355ot1SDh+VrAIHYtLFWHySnOLYZVHSSiupdm1KiQEAOE1Ji2tNqC/GjFI5RXqoIEeMxR3aq7ZH44iVywFoqb618gRaan6Lcl9eS/cPAB0/+FCMbb/pKjGmpe23K2nybU797yxupVyCpl62PLY8fjn9sytePh6uenpbfErK/wSHPO6cVvl4OWPllMrOWD1NvNcjjx+7R75MepT0+3a3vJzdI7c16NfTUWulHTQ2t3xMjEpqXh5lN0mxr5U20Ja1K+0JKscjqJzPZm3VriEWJXW/RSmNon38m6XtV7epLGtWZqAqaO2xuOXPGJVWDsAmnyMATNO2i5TyOBabUrrAroydoH69syqfwUaEZQ8Mh7LNoL5OdWwpx0Qr32A45M9uaOnuQ3rfqeeI0ncWV4wY0/tOGZMw6TtlOXUM2JXzWRmTWskDOrmmT5+OrVu3YuHChdi3bx/uv/9+NG7cGL16lf89saCgALfccgsyMjIwdepUrFixAnfccQc++ugjNGjQ4KS0hRM3IiIiIiKqUZHWua1KxcXFeOutt/D888+jbdu2aNu2LXbs2IElS5ZUmLgtW7YMMTExmDBhAmw2G0aPHo3PP/8cW7duxUUXXXRS2sOJGxERERER0TG2bduGQCCAjh07hr/XuXNnPPfccwiFQrD+5i7++vXrcemll8L2mzul77zzzkltD99xIyIiIiKiGmWxWartn8/nQ2FhYbl/Pl/Fx/QPHTqEpKQkOJ3/e1w6OTkZXq8Xubm55X72119/Rf369fHII4/gggsuwJ///Gds2LDhpPYRJ25ERERERHTKmD9/Pjp37lzu3/z58yv8XElJSblJG4Dw18dO9IqLi7FgwQI0bNgQzz//PM477zwMHToU+/fvP2nt5qOSRERERERUo6zVWMhtxIgRGDJkSLnvHTtBAwCXy1Vhgnb0a7e7fGIZm82GNm3aYPTo0QCAs88+G1988QVWrFiB22677aS0mxM3IiIiIiI6ZTidzkonasdKTU1FTk4OAoEA7PayadOhQ4fgdruRkJBQ7mcbNmyIZs2alfveGWeccVLvuPFRSSIiIiIiqlEWm7Xa/h2vNm3awG63Y9OmTeHvbdiwAe3atSuXmAQAzj33XGzfvr3c93bu3IkmTZqcUL/8Fu+4VYEU5IsxW/YhMWZRarWFiuR1hor1Om5FWzeJMWdinLxev1wvSqubVnI4T27LgVwxBgCOWLmGlyNWrnViKLWktLppQZ9cs0Wr/wbotdpaLVwqxr7K6CnGtNpfZnXctHpjWtUnT5IctSt9py3nTpRr6AB6v5cqtexcSl25+EbyWPakJKrt0WqRabFAidw/CWn1xJi7gRxzxBaJMQBwKGNEq0sY1yRZjKnnT5F8PMzENpLr1rhOO02MafXWtOuSPUavb2ZvKH94WuOTxJglJkGMabXIzOq4WZX1WmPj5QXtkdVsjLj2GQDDphwTpU6XxqK0x7Ca/HqiLGtR6mJZg/JnFyzyNTboUo6HCavW70p9OE3IoVxjbXqtR2tQrksIrTaaVsfNKddx08aONaSPSbX+WUDeD0M5R9S6aVaTvtNqFip9ZziV/dDqyinngVVbjk4aj8eDAQMGYMKECXjiiSeQlZWFl156CVOmTAFQdvctPj4ebrcbgwYNwquvvorZs2ejX79+WL58OX799Vf079//pLWHd9yIiIiIiKhGVWdWyd/jgQceQNu2bXHTTTdh4sSJyMzMxOWXXw4A6N69O1auXAkAaNKkCV544QV89tln6NOnDz777DMsWLAAqampJ62PeMeNiIiIiIioEh6PB9OmTcO0adMqxI59NLJz585YulR+6upEceJGREREREQ1qjqzStZWfFSSiIiIiIgoyvGOGxERERER1SiLlfeTzLCHiIiIiIiIohzvuFWB0Pr3xVjRzzvFmK9ATgOupeQ2S9d9YONuMaaldNcYQUOM+YrkFL1HdhxR16umtE+U22pzyml4tfTyhYfk8gNWi/6stVZmQEv5f97qT8XYx83OE2M2u/53luJsuZyEln7fm+8VY36vvJzNIfe5v0heJ6CPEa1fQ8p+qGUfSvX2BJRltZT/Qb+cyjqoldNQYoESJV05gKBSEsESlMesWt7Dp/S5shyglxIIKP3u9Mv7qW0zpLQ1aNX7zqalDw/Iyxo+5RqrpEjX0oObblNpa1W8BWKYpGW3KKnyoQ+RiFhM2gND/gyyKCn/Db88JrW/9luUFPoW5TiabdMoUcp/aO0JKZ2ulTwAgECE7VGo7dGW00oTAAhp7VHGiMWjnJdK/1iCJtc75VpgeOWY1aWVoZDPaMOmlMxQxhXVXZy4ERERERFRjWJyEnO/a+K2Z88e9OrVC82bN4fFYkEwGERcXBwmTpyIl156CV9++SXq1ftfYdnzzjsPDz/8MAzDwMKFC7F8+XIYhgGLxYK//OUvuOoquYBxJB544AHccccdJ7VCOQBkZGRg0aJFSEtLO6nrJSIiIiIiOh6/+45bSkoKVqxYEf56yZIlGDt2LFq3bo3Ro0dXOhmbOXMmvvvuOyxatAgJCQnIzs7GjTfeiLi4uHABu5Nh3bp1uP3220/a+oiIiIiIqOr93sLYp6ITflSya9euePLJJ9G6detK40VFRVi4cCE++OADJCQkAACSk5Px9NNPwzAMLF68GDt27MBjjz0GAJg1axYA4Pbbb8eMGTPw5ZdfIhAIoFevXrj99tuxbt06zJs3D/Hx8fjpp59w2mmn4emnn8Zrr72GrKws3HrrrVi8eDGuueYaXHHFFfj8889hGAbuvPNOLFmyBL/88gvGjBmDPn364MiRI3j00Uexb98+AMAdd9yBjIwM5ObmYsyYMdi/fz/OOusseL18jpiIiIiIiGrOCWWVDIVCWL58OTp37gygbNLVv3//8L+DBw9i586diI2NrfCYYZs2bXD22WfjyiuvxOrVqxEIlL0Q+sEHH6B///54++234ff7sXTpUixduhSbNm3CZ599BgDYvHkzHnjgAaxcuRIulwvvvfceRo4ciZSUFCxYsAANGjQAUDZBfP/999G+fXu88sorePHFF/Hkk0/ihRdeAABMnjwZ/fr1w9KlS/HCCy9gypQpOHz4MGbNmoXWrVvj/fffxw033IDs7OwT6SYiIiIiIlJYbNZq+1db/e47bllZWejfvz8AwOfzoUWLFpg0aRKeffbZSh+VzM7ORkjJ/FO/fn20a9cO//rXv5CYmIikpCSkp6fjqaeewnfffYevvvoKAFBSUoIffvgB5557Llq0aIHGjRsDKJsA5uXlVbruiy++GADQuHFjpKSkwG63o3HjxsjPzwcA/POf/8SOHTswd+5cAEAgEMBPP/2E9evXY8aMGQCALl26oGnTpr+3m4iIiIiIiE6aE37HzUzz5s3h9Xrx66+/lpsAffbZZ/j+++8xatQoDBgwAKtWrUK9evXQr18/AEAwGMTYsWPD78Dl5OTA7Xbj22+/hcvlCq/HYrHAENICOxyO8P/t9oq7GgqFsGjRIiQmJgIom5TWr18flmNSs1a2rEZL4+wvklO2a2n9ffmRlQooi+vpdiOhlQPQUquXKjEAcPhMUkALtNT0Wrr7wkBk2wMAu1JmwO6Wx4yW8v/ynV+JsRXpndX2xCrt0VK2Fynp7kuU5azK9kqUGKCXaChWjpcvJI87t9aew4Vqe7RSCsWH5ZhWnqAkWy41oTFbrlTpH60sRsnhfDEW8mnXLP1YamnkrU75PLC7XWKs5HDlf4wD9HIAjli9vInN7ZSDSlr/UFFBRMtZtDICABBhOQCrU95PQytPcAIsTvk8sLg8J397doca1/on5JXbCq0khNaemEQ55le2ByBYkCNv02yMCGyJ8nXCNMW+Mp5DxfJ1QmP31ZeDVvk6YJTq12ajVN5PrZyGPTZeXa/ErKxBsEjuH7WEh0s+Z9W3upTz2VDaUlsxq6S5Kr9X6Ha7ccMNN2DChAkoKCi7WBw4cADTp09Hs2bNAACXXHIJNm7ciM8++wy9e/cGUPbu3Jtvvgm/34+SkhLcfPPN+OKLL9Rt2Ww2BIPH/6HVtWtX/O1vfwMA/PLLL+jTpw/y8vLQrVs3LFu2DACwdetW7Nq163fvNxERERER0clSLXXc7rrrLsybNw/XXnst7HY7LBYLRowYgV69egEAnE4nunbtisOHD4fvfg0aNAi7du3CwIED4ff7ceWVV6Jnz55Yt26duJ1LL70Ut956KxYsWHBc7Xr44Ycxfvx49O3bF4ZhYPLkyWjQoAFGjx6NcePG4corr0SzZs34qCQRERERURWyWHnHzYzFkJ4zpIiVvD9XjBVs+0GM+QrkRwJO5FHJg5sPiDFHrP44iiTSRyUP75IfgQIAh1W+CeyqJz/mFOmjkjkn8Bhp/QT5US/tUcniI/JjNSfyqGTq6fXEmPao5OF98qMq2qOSScpjcI06nybGAKAoSx7P2hjRHpVMaSI/GpPcuoHangKlDwr2yzHtUcnTzk0VY57kGDFWVY9KpnSQ/wBVVY9KxjVpGFGsqh6VjFW2aasnj5GIH5X0xKrtscbIY9YSmyAvVyOPSiqPekXZo5JGhI9KqlLPEEPWUmV8AAjmZImxiB+VTGslxkwflcyTE65F/KjkaWeIMUN5VBIl+vZCBbnyerVHJRvK9XwNhzxeTR+VPCL/PqWNSe36YnHJnwda3xlH9osxALB3vlKNR6O13S6otm31+Lf+FF+0qpY7bkRERERERBJrLc72WF3YQ0RERERERFGOd9yIiIiIiKhGWZhV0hQnblXAeVZ7MZagvMOlPcsdKJaf2fcVyO8LmdFuS4eU95tCfvk5cJ/y3lhIeTcO0N/FcsbK77hpJ7sWS1DKD4RMXv+0OeW+U2N2Oaa9x9Z/1wa1PV/2yFDjkqCyn9rh8ivvNmnvOQJAQC1BIG9Ue8dNG3e+Qv2dD21Zb4H8HoXWd9o6LTb5fNbeYQMAb77cHptDHlveHCUFeITnM6Cfs45YeZvOePm9Dm+u9l6hcn1R9gMAnAnyO2cWu3x9CRTK7dHe8bOfwPtmVqv8vmIo0ve0qorSBxFT0qcDgOFXSiko742pKduVPrdq79SZvKemvo/nj/BYamPL5D0t7d2wiNtjyGPAosTM3snU2qqNO+281NoDk/cD1bGuHhMlFmHfharofVaKbpy4ERERERFRjeIdN3N8x42IiIiIiCjK8Y4bERERERHVKGaVNMceIiIiIiIiinKcuBEREREREUU5PipJREREREQ1islJzHHiVgUCaXI5AEdsohiz+OQU4Ya3WIx5ivLV9sQ0aSQHtXS6ShreYKkc08oTxDXaK7cFQKBEXq/dI6fr1vjy5b4rOii31W+S0t6d4BJjdo98ahVny8c5NkdOK22W7r/r2tVibNsNA8SYRXmm3F8kHw+Xsv+JZyaJMQCwu+X+0UpGaGUGEtPribG4RvFqeyKlpcKPbxQnxpwJHjFmc8opyQHAofSdNu5iGzUQYwHlfLbnR15uxNNQHgfuBvLx0lJ5B33yGHDE6inknUmJYsxaT+4fu1LGRWNxyccZAKxxSnti5TGrlS6oKhaPVkrBcfI3aNV/PbG4lM8u5fNSKyNgscnnnuFS9l9LLw/AqpUuiLDvDKcytgL6NcSqHMtIGQ65PYZNPpZWk9IFVq9S2kFLh68cr5BD/uyymI07t3w9tATkY2nxyOezYZfbA+XaUxXHkaIfJ25ERERERFSjrFbecTPDd9yIiIiIiIiiHO+4ERERERFRjdJe3aAy7CEiIiIiIqIoxztuRERERERUo6zMKmmKd9yIiIiIiIiiHO+4ERERERFRjWIdN3OcuFUB+y9fizHv9m/EWKhUrj0TKJJrmQRKvWp78n/eL8a0ekkarX6VVmcpb3euut5AibysVjdMq1+lrbNEqZum1Qwzo1WTCvrk2jNav5rRarW1fnW5GFt/8aVizOaQ6wGpMad+adGOlxbTHqNwxso1dEzre8XJ40Bbr8aVJNfYccTINY+088eMI1au7+WMjxFjVofS5yY1zELKNcSVKNeysyckyMv55T4I+vzyOj1KPSQA1vhEOabUTVMptaQsTn3cadu0xsr9E2ndNO16bzGrVafUmjJMal8pDVK2Z7KPQa3fI7yOWpU6bso+WpTlAMDiUOruBeTxrLVHq3Nn2PT91+oAWqzytVCljR9LhDFA7QP1V/xIt2k5gYmDdry0bSp9ZyjLmY07qps4cSMiIiIiohrFrJLmanTiVlxcjJkzZ2LNmjXweDxwu90YPnw4LrvsMsyePRuvv/46kpOTwz+fnp6OWbNmAQCWL1+OJUuWwOfzIRQKoV+/fhg+fPhJb2NGRgYWLVqEtLS0k75uIiIiIiKi41GjE7dRo0ahefPm+OCDD+B0OrFr1y7ceuut8HrLHv0bNGgQMjMzKyz3xhtv4PXXX8f8+fORkpKCwsJCjBgxAna7HUOGDKnu3SAiIiIiohPArJLmamzitn79euzevRsvv/wyLP99pjg9PR0PPvggJk+ejL59+4rLzps3D9OmTUNKSgoAIC4uDk888QSysrIAlN0lu+KKK/D555/DMAzceeedWLJkCX755ReMGTMGffr0wZEjR/Doo49i3759AIA77rgDGRkZyM3NxZgxY7B//36cddZZ4UkkERERERFRTamxiduWLVvQrl278KTtqC5dumDXrl3Iy8vDqlWr8Omnn4ZjkyZNQpMmTbB//3506NCh3HLp6elIT08Pf52cnIz3338fDzzwAF555RUsWrQIGzduxBNPPIE+ffpg8uTJ6NevHy6//HIcOXIE1157LTp06IC5c+eidevWeP755/H1119j1apVVdsRRERERESnOIuVd9zM1OijksFKskL5/f/LsFTZo5K5ubkA9ExmAHDxxRcDABo3boyUlBTY7XY0btwY+fn5AIB//vOf2LFjB+bOnQsACAQC+Omnn7B+/XrMmDEDQNkksmnTphHtGxERERER0clSYxO3Dh06YPHixfD5fHA6/5eaduPGjUhPT0e9evUqXS4xMRFNmzbFli1bcP7554e/v3XrVrzzzjsYP348AMDh+F8qYbu94m6GQiEsWrQIiYmJAICsrCzUr1+/wh3AypY14/tlmxjL/f4nMebNLRRjgaISMeYv0h/nzNuTL69XSZUfKSNkiLGCffI+AoDPL6d49iipzu1uJTWyMskvVMoBlATl/QCAetnyMfEkyWnAvfny8SpSjkfQ0NujZWPSUv7/Yc3fxdiK9M5iLE7pO7ey/wBQnC2XvsjfWyDGtD6wOuXUyFoMAAqVcVmwX45pNWdiknPEmDO2SIxpfQMA3nyfGHMlyOeIK/GIGDuR64vGppUZsMnHpDhL7rtgqbz/dpOyDza33D82JS17qEBuj3Z9sbrlEgwAYPjkc0iLaencq4pW2sDiiKw8QaTbAwBDO14l8vmlLaelZbfGJsrLlcifsQAQzDsst8cbWfp9e/1GYswS0M/ZoDKeQ0Xy9VfjSGwoB5XSBaHCXHW9ZnGJPV4eA1oZCotfvhYCQLBY6R+tNIhLOX+09ijlAIIFuXJbANTGYgFWZpU0VWM91KVLF7Rs2RKTJk2Cz1f2Qbxz505MnToVo0ePVpcdNmwYpk6dGn6nLS8vD1OmTPldd8e6du2Kv/3tbwCAX375BX369EFeXh66deuGZcuWASibDO7atSuS3SMiIiIiIjppavRRydmzZ2PWrFno27cv7HY73G437rnnHvTq1QuzZ88Wlxs0aBCCwSCGDh0Ki8WCUCiEgQMH4pZbbjnubT/88MMYP348+vbtC8MwMHnyZDRo0ACjR4/GuHHjcOWVV6JZs2Z8VJKIiIiIqIppT7FQmRqduLlcLowZMwZjxoypEKusDMBvDR48GIMHD640tnr16krXk5aWFo6lpqbiueeeq7BsXFwc5syZc1ztJyIiIiIiqg58mJSIiIiIiCjK1egdNyIiIiIiIi3JGpVhDxEREREREUU53nGrAloaY5tT7nItdXZIWc7q11P625RU6CGfnIY2FNRr5VUFn1JKwOlTUu0qL7QaSlp/LeN/icn+e5TSBfZS+Zj4vfJy2jZNqhPAXySnSbc55DGgpfzvv2uDGHv/jC5iTCt5UBaX25qn9KvWBzHKNkuV0gUAUKLECwvltjqVYqHaPmplOIoP6+mofYVKGnRl/Hhz5TTW2tjx5kVeDsCZIG9TS91feiRPjIV8SskMk2uhN0duj1tJBe9TSrWEKqlHepQjVm+P+gFslc9Zi/3kp983Y9FSnQeqoByA0q8AAK0cQKlSDsAvL2dRSlRo2zO8+jmrpfzXyj5oLEGlPX79nI20DIVKaY+W7l4tzwDA8MvXJi39vrZei00er6btibB8g9ZWre+064ARUPqmlrIo12Eqwx4iIiIiIiKKcrzjRkRERERENYoFuM2xh4iIiIiIiKIc77gREREREVGNYlZJc+whIiIiIiKiKMc7bkREREREVKN4x80cJ25VwN6wiRiLbbJXjDnjY8WYr0BObxwo0VPCamUGSnOL1WUlISUvu6GkJLco6dMBwJkrp9p1xDrlmFsppaC1Rykj4CzQ+9UVL7fHk6SUhFBS81uVtPT+kF6ewJXgimibcco2tZT/fX75WoxtvbqPGAOAgFIuwZMtX7iDhlIuIlZO8WxXxgcAWLVxoIxZh0vuV5tD3g/tw8nsHNHaqpX+YJrlWkZLH47qLwdApF5DlLT1sFTRtUfbZqTt0ZaDXjLC0EpYVEVb6ZTEiRsREREREdUo/oHRHHuIiIiIiIgoyvGOGxERERER1SjtUVQqwztuRERERERElfB6vXjwwQfRpUsXdO/eHS+99JLpMnv27EHHjh2xbt26k9oW3nEjIiIiIqIaFa1ZJadPn46tW7di4cKF2LdvH+6//340btwYvXr1EpeZMGECiosjSwCo4cSNiIiIiIjoGMXFxXjrrbfw/PPPo23btmjbti127NiBJUuWiBO3d999F0VFcjb4E8GJWxWwJJ0mxhypTcWYrZ48M3d5S+QNBvxqe2JSksSYVmYgUlr6/YSsHHXZ0sMFYszmllNgO2Ll9PuGkkbfmyPvf3G2/pcSVz05/b47MUaM+Yu8YqxESc2vpdAHgMQz5eNsc8qnulspXeDNl9uqpfw/5533xRgA/DzqWjGmlS7QxlbiGfXEWOxpiWp7bE75r3wOrcyAR+7XxGYN1G1Gsk4A8BfKZSq0YxnXpKEY8+bK550jNvK/GHoaymNSuy5pJUWCpfL+25XrAAC4kuLFmDVebo9DuYZobbV55OsAAFhjEyKKwR5hOQCtxIBJGnSrU+lbrT0mZUwkFpdHjcuFQQCLXS7VorZH2w8lLbvZezlqCnltOSXDnqG1py5l5juBMSsyIhuTgEnKf41a3kPbYORtrY2sUTh2t23bhkAggI4dO4a/17lzZzz33HMIhUIV2pyTk4Mnn3wSL730Evr00UsjRSL6eoiIiIiIiKiGHTp0CElJSXA6//cHoeTkZHi9XuTm5lb4+alTp2LgwIFo0aJFlbQnqu64FRcXY+bMmVizZg08Hg/cbjeGDx+Oyy67DLNnz8brr7+O5OTk8M+np6dj1qxZAIDly5djyZIl8Pl8CIVC6NevH4YPH15Tu0JERERERFHI5/PB5yv/BIfT6Sw3QQOAkpKSCt87+vWxy//rX//Chg0b8P77+lNHJyKqJm6jRo1C8+bN8cEHH8DpdGLXrl249dZb4fWWPa41aNAgZGZmVljujTfewOuvv4758+cjJSUFhYWFGDFiBOx2O4YMGVLdu0FERERERL9DdSYnmT9/PubMmVPue3fccUeFeYbL5aowQTv6tdv9v0fIS0tL8eijj2L8+PHlvn+yRc3Ebf369di9ezdefvllWCwWAGV31B588EFMnjwZffv2FZedN28epk2bhpSUFABAXFwcnnjiCWRlZQEAMjIykJGRga+//hqGYWDSpElo164dsrOz8dBDD2Hfvn2w2+24++67ceGFF2LTpk2YNGkSDMOAy+XCpEmT0KxZs6rvBCIiIiIiqlIjRoyocHPn2DtrAJCamoqcnBwEAgHY7WXTpkOHDsHtdiMh4X/vIn/77bf49ddfMXr06HLLDx8+HAMGDMBjjz12UtodNRO3LVu2oF27duFJ21FdunTBrl27kJeXh1WrVuHTTz8NxyZNmoQmTZpg//796NChQ7nl0tPTkZ6eHv46Pj4ey5cvx+rVqzFu3Dh88MEHePzxx3Heeedh2LBh+PXXX3Hddddh+fLleP755zFq1ChkZGRg5cqV2Lx5MyduRERERERVpDrvuFX2WGRl2rRpA7vdjk2bNqFLly4AgA0bNqBdu3blEpO0b98eH3/8cbllL7/8ckyaNAkXXHDBSWt31EzcACBYSbYev/9/GRMre1Ty6IuBIZPMVX/+858BlN19GzduHI4cOYIvv/wSjz/+OACgadOm6NChAzZv3oyMjAw8/PDDuOSSS3DJJZfgT3/604nsFhERERER1TIejwcDBgzAhAkTwk/zvfTSS5gyZQqAsrtv8fHxcLvd5W4YHZWamooGDSLLMl2ZqJm4dejQAYsXL4bP5ys3A964cSPS09NRr17lqb4TExPRtGlTbNmyBeeff374+1u3bsU777yD8ePHAwBsv0nHGwqFYLPZYBjlE/EahoFAIICrr74a3bp1w5o1a/DKK69gzZo1mDRp0nHvS+jQbjHm/fVnMeYvklP+aymwg349TXzp4Xy5PUoacE2k6YZLDuvlB4oOyqnHHXFyqmZXgpyaX6Ol/C9VUvMDgK9ILsMQ9Mmpf7XltG0GSvTjbHfLp7OWYl7rA2++PO608gRaun8AOPOvb4ixPZ26i7FQUE6e7YyT/3JmsVrEGKCPu+LD8nnpVEoFlBwuVLcpbs+kDIVfGT+a0iN5Ykwri6GVhAD0Y+KIlbdp98jHq+SQXDYkUCKPSa0siFlcW7L0sLwfWjkAR6zcVgBwKinCDaXMi0VNvx9h2nGT1OqGtk0t/X6ELKUmpWqU/gkVyZ95ar8qn2u2evIvXsG8w2IMAII5WXJ7SpT9VI6JvUg+R4JF+ud6MOeQ3B6l77T2WJX+sSjLaX1TFpfbCuV4WTyx8mJuORYyGXehXL29kqBDPn+sXv13DXGdWt/UUtFayuKBBx7AhAkTcNNNNyEuLg6ZmZm4/PLLAQDdu3fHlClTcNVVV1VLW6Kmh7p06YKWLVti0qRJ4Zf+du7cialTp1Z4XvRYw4YNw9SpU8PvtOXl5WHKlClo2vR/NdNWrlwJAPjkk0/CE8GuXbvizTffBAD8+uuv2LBhA84991wMHz4cP//8M66//nrceeed+O6776pil4mIiIiIKIp5PB5MmzYN33zzDdauXYubb745HNu+fbs4adu+fXu5m0onQ9TccQOA2bNnY9asWejbty/sdjvcbjfuuece9OrVC7NnzxaXGzRoEILBIIYOHQqLxYJQKISBAwfilltuCf/Mt99+iwEDBsDlcmH69OkAgIceegiPPvooVqxYAQB4/PHHkZqaijvuuAMTJ07EjBkzYLfbMW7cuKrdcSIiIiKiU1h1vuNWW0XVxM3lcmHMmDEYM2ZMhVhlZQB+a/DgwRg8eLAYv+eee5CWllbue6mpqZg/f36Fn+3QoQOWLl16nK0mIiIiIiKqWlE1cSMiIiIiolMP77iZOyUmbqtXr67pJhAREREREUXslJi4ERERERFR9LLyjpsp9hAREREREVGU4x23KmCUKnWxlLppvnx5OX+xXOcjWKrXWSrJlrdZlKXXjDrZzGpURVrHTaunpdHqpuWY1MtKcERWA86v1D8rVmpmlSj1sgC9npZWxy1/rzw+8vxyTShPtlLzyKHXhNJqtfXY+E8x9npaJzFmKPvvK9TraeXtkmsXZXvl4xWXJx8vra6epnC/Xv/N75WPiVbrT6/lJ9eqM6vjptG2qSncL9dN0/bRGafXQ3LEesSYVo9Nq4WpCSj1N8226VDqjVm1mmqRMqnjZnHJle7UunKRbtOkHp1Wj83wyePA0GpmKbW2tOXUdZrEQ2pdOaXOn1/Z/4A+7qDEI20PQvJY1j65DGW5svVGWJcw0nWajbugHLfY9HNIXGek+1gVfVPDorWOWzRhDxEREREREUU53nEjIiIiIqIaxayS5thDREREREREUY533IiIiIiIqEbxjps59hAREREREVGU48SNiIiIiIgoyvFRyWoW6W1gLW20FjMT9EWWTlZLvW6xWZTt6W0t1falUEmPrWxTSy+rtafEpF+dVnmbLiWNfkjpc19ISWmvxAAgoJQZ0PonaMjr1SoQaMuFTPpOK12gpfwftGejGFtzzh/VbVYFpVvVQqJa/5hfI7R01Mp5oKw30uXMRHpeastpMbMyFHofKO1xyB+VWjpzm7IcAFidclxN+a/EIk1JbloOwFkF5QC07SnlBwDo7TVLhy9tU+tXT6wcK9bbqu2LenYp54jWHqtJmviQciytSpkBi1IuweKOkWPKmAwVyeVoAJNxoIwBq1s5XpEeDwBWpd+roj0a7ZysrVgOwBx7iIiIiIiIKMrxjhsREREREdUoa6RPDJxCeMeNiIiIiIgoyvGOGxERERER1SiWAzDHHiIiIiIiIopyvONGREREREQ1infczHHiVgWsMfFizBmvpIRV0qDaPU4xFvTJaeABwOZ2qfGTTUuD7krQ22Jzyss6Y+U+cCXIMe1CUJpTKsYcWUVirKw9cmrk+EZxYsyvpO13K+3xFclpmgEgMb2eGNPaanXKLwPH5HsjWmfiGXJbAMAZJx8vrdSElvL/4q3/EmPbbhigtifoV1K6ZxeLMW08x6bK6bG1MhSGSdkHZ4nc7zHJ8jZjGsjXHq2kiHY+m3Enyu1xJcrXSX+RfB7YHPJ54IjVry/OeLk92rU5pFxjtXIAjliP2h57jJJiX0s/XwXp90+oHIBDO5+18hXyNk8o1Xmky9qVzxGtVICynNmy0FL3K8dEW6dhcizV/VRS/qvtUcaARt0eoLdVSx2vlVI4kb7T4lpMLe+h9J0yPqrkOkBRjxM3IiIiIiKqUazjZu6U6aFWrVoBAPbs2YNWrVrh888/LxfPyMjAnj17AAAffvghrrrqKvTr1w99+/bFCy+8UO3tJSIiIiIiOuqUvOPmcDgwfvx4vPfee4iPL/+4zsGDBzFt2jQsXboUSUlJKCoqwo033ogzzjgDPXv2rKEWExERERHVXXzHzdwp2UMpKSno3r07pkyZUiGWk5MDv9+P4uKy91piY2MxdepUtGjRorqbSUREREREBOAUveMGAOPGjUPfvn2xdu1a9OjRI/z91q1b49JLL8Xll1+ONm3a4Pzzz0efPn2Qnp5eg60lIiIiIqq7eMfN3CnbQ3FxcXj88cfx6KOPorCwsFxs4sSJWL16Na677jrs27cP1157LVatWlVDLSUiIiIiolPdKXvHDQC6d++OCy64AFOnTg1/b82aNSguLkbv3r1x9dVX4+qrr8abb76JZcuW4Yorrjiu9VrrNRBjjoapYsyeUCKvNCCnwDa0dMIAgqU+MeZukKAuK9FShGtZgby5hWIMAGKSD4kxR6yc4lkts6CVAzicJ8ZiswrEGKCXJ/CkJIqxYKmcYr/ksNw/vkK9HEBcIzm9utZ3WjkArVyC3S1fPmJPSxRjAGCxWsSYr1Aerxot5X/rV5ery27s9ScxFiiRj7NDKYmgjQ8f5H3U+saMxRbZsloJhqBPv75oAsq1R7su+Yvkc8SvlMUIKWUNAP36o18n8uVtKuUAAiX6WA765X1xKv0T6V+ltbIPZuu0OuTzXU2HH2m6e5ee0t/wytemQKF8nEN+ubSD1gdaeYLg4f1iDAC8WdlizF8kf+5r7bHGJYqxULH+2eXdt1eM+fLlMjhae+IjLMEQOHxAjZdk5YgxbUzKvxHox9Ks74p3/yrGbE7588Dlk8erWvpCOX9Kd/8iLwegegtBnRzMKmnulO+hcePG4YsvvkBWVhYAwO12Y+bMmdi7t+zCZhgGfvzxx3BWSiIiIiIioup2St9xA/73yOTQoUMBAF27dsWoUaMwYsQI+P/719Du3bsjMzOzJptJRERERFRnWcwKoNOpM3Hbvn07ACAtLQ2rV68uF+vevXs4DgADBw7EwIEDq7V9REREREREklP+UUkiIiIiIqJod8rccSMiIiIioijFRyVN8Y4bERERERFRlOMdt+qmpUZWUv4HvXJ6bC3FM6CnG/bnF6vLRkJLGezNNUm1my231a6kAdfSjmvpZUtz5e0VHdT7xuuRt6mlJQ+Uyumotf33KftvxhknpyIu3Cenzi5RygFYldTzNqf+NyGtb/N2yanXNUG/3Odaun8A6PThR2LsraadxFi9I5H9dVBLaX/koJyOGwBKlLHVUDtHSuRxV7BfHgPF+fK1x0ykYz1vl1ymQzsPnEp5BkDvd09yjBgrUo6Jdv11xClp8gG4EuSE3c54uT0W28n/q7RZOQCbVg6gCormavsP6Nd8rexDSCnBYHXI46eB8jlSdOCwGAOAor1ymZtIP7tciXL5F7PP2YLdB8WYr0C+NmvtsbsjSz5v1ndaOQBt3BlKmQ6trVo5BAAo+FXuO238xCtlgLT2aNeX3J/ksg4AkKhGoxTLAZhiDxEREREREUU53nEjIiIiIqIaVRVPE9Q1vONGREREREQU5XjHjYiIiIiIahazSpriHTciIiIiIqIoxztuRERERERUs3jHzRTvuBEREREREUU53nGrAoZSj83wyzVbtFptgSK5nlZQqUsDAH5l2ZLDcr0krQ6KJtK6aYBeT8rhloerv1CphaPUeinOlmvWFCptAQC7R26PWsdNqadVfFjuH2+BvI9mtPpWWp8XKv3qtMp13Bwm9bS0/cz2yv2jsSnHMlCi19PSarVd8+vGiJaLyVfqTCm10fL8Sq1HACVBQ4zVK9ZqHcr9qo1JbXtmgj55X7T6RCFlm2Z1K6uCVrMwpPz90+aIvDaaVttJu6ZFWlNNu24DgN0jn0Nmy4rLKW11JsSqy9pK5HNIW29QqZtmc8v76EhKEmMev37NCvnkuL9Y/nzWxoejQbIYszr1X+202nHauNPW60qR2wPld4lQUL/eaaxK/8Q0ShVjFqXemj3WrW5T7zt5/MSkyv1jccnbNJT+iVVq9NZWkV5LTiXsISIiIiIioijHO25ERERERFSz+I6bKd5xIyIiIiIiinK840ZERERERDWLd9xM8Y4bERERERFRlOMdNyIiIiIiqlHMKmmOE7cqYBTli7FgkZx63ZtbIMa0lP5aemOzZYuz5PZoKbk1Wurskhy5LQBQoqR09yvp94NKCnWbQ7717lVSthcpKdIBwKP0j5ZePehXUiMr6dODhn48Ik2TblGOl5ry3yX3q1YqAdDLE8TlyWm+labClSCnsTYrT1DviLwvkZYK2NjrT2JM65+Ge/Xj6AvJ4yD+NDmFenyjOHW9ErvJOaud7wlpCWIsrlG8GAsp+6idW9oYAICE9PpizF2/nhhzxMplUzSOGI8adyXJx8SVKPePWg6gClLzA4DNpfStXT+/5G3K553FrZcDcPrkcelWPoNDSup+Lb28vUlzMWbWVq3MgFbqR0u/71DaY807rLYnQRkj/gL5M1jtn8ZnqtuUxCip8AHAESufQ1r/2BufIcYsTnmb1iL59zAAqKf0ncUuH+dI26OVUoiLsGQT1W6c2hIREREREUW5OjNx27NnD1q1aoUHHnig3Pezs7Nx9tlnY/bs2QCA5cuX45prrkH//v3Rt29fPP/88+V+3ixOREREREQnmdVWff9qqTr1qGRSUhLWrl0Lv98Ph6Ps0Y1Vq1YhMTERAPDGG2/g9ddfx/z585GSkoLCwkKMGDECdrsdQ4YMMY0TERERERHVhDo1cYuJiUHbtm3xxRdf4OKLLwYAfPjhh7jssssAAPPmzcO0adOQkpICAIiLi8MTTzyBrKys44oTEREREVEVqMV3wqpLnXlU8qgrrrgCq1atAgDs3bsXbrcbycnJyMnJwf79+9GhQ4dyP5+eno7zzjsPR44cUeNEREREREQ1pc5N3C655BL8+9//hs/nw8qVK9G7d28AgPW/mYBCQhYeszgREREREVUNi81Wbf9qqzr1qCQAeDwedOnSBV988QU+/fRTvPDCC3jllVdQr149NG3aFFu2bMH5558f/vmtW7finXfewfjx403jx01JjaylVHbGy5NGm0NeZygop5AHAFeinP7YMFlWog16m5Iy2FdQpK5XS+etpVB3J8opg+0eOUWvN0duT/x+uVQCANjdcnsS0uTU4kElHbVWDsFX5Ffbo6V7dyXJ6apjknPEmFYuweaQ/+6T2KyBGAOAksNy32r9alVSlsemxogxZ6w8BszEKH2gpfzv9OFHYuz76/pH3B6tZISefl+OaaU/tHIaZmJT5XHnaSCfI/4iuSSEXzkPzMoBaCn2tdT8hvIHPa0Mhz1WT3XujJf7R1s24pT/2mNIJo8oWZTPoIgfb1KWU1OkA0BIPg+0tOwW5Viqyykx077TyjdEWtrhRI5lFTyOpq3TUI5V1DFpq3YtUKrVVI3a1K900tS5O24A0Lt373CCkfj4/31QDxs2DFOnTg2/s5aXl4cpU6agadOmxxUnIiIiIqIqYLVW379aqs7dcQOACy+8EOPGjcPNN99c7vuDBg1CMBjE0KFDYbFYEAqFMHDgQNxyyy3HFSciIiIiIqoJdWbilpaWhtWrVwMAnE4nvv7663AsMzMz/P/Bgwdj8ODB4nrM4kREREREdJJFaVZJr9eLiRMn4uOPP4bb7cYtt9wi3tRZs2YNZs6cid27dyMtLQ133XUXLr300pPWltp7r5CIiIiIiKgKTZ8+HVu3bsXChQsxfvx4zJkzBx9++GGFn9u2bRvuuOMOXH311Vi+fDkGDRqEO++8E9u2bTtpbakzd9yIiIiIiKh2qorEOSequLgYb731Fp5//nm0bdsWbdu2xY4dO7BkyRL06tWr3M++//776Nq1K/7yl78AKCsptnr1aqxatQqtW7c+Ke3hxI2IiIiIiOgY27ZtQyAQQMeOHcPf69y5M5577jmEQqFwOTEAGDhwIPz+ipmPCwoKTlp7OHGrApZ6KWLM1rCJGLP6SsWYEVBSwZulhNXSJkeYitiqlAOwOuVh5c2JfPDa3HKqb1einMpb20dtnSElzTcA2D1yemy3kupcKwegsdhK1LgzQS6J4IiRY85YuSRCoERuq9avVUU7JkGfHPNBTukP6CnmvflyanqtRIWW8r/NayvE2N9bni/GACAYkPfT6lTOS5ucrDpvV54YK87Wx53GomxT69ecnbkRLeeMVVLWA/AVyePAnSSfI0UH5XMk6Jevr2bt0bbpiLAcgJauXGNWYsDqlPfFqiyr1UbVljMrpRAslY+lN1f+nAkoy2mlbJKzj4ixogOHxRgAFOw+KMa0Mi9ayZUmyn6UHJbPZwDI/2W/GNPOL609qUqfayUzCvceEmMAUJwl74tNud41aCsfE/13FL0MkNZ32jkbf/qvYszmlktNaH135PtdYgwAWl2rhqNTNWZ79Pl88PnKn0dOpxNOZ/njcejQISQlJZX7fnJyMrxeL3Jzc1G/fv3w95s3b15u2R07duDf//43Bg0adNLazXfciIiIiIjolDF//nx07ty53L/58+dX+LmSkpIKk7mjXx878futI0eOIDMzE506dTqpyUl4x42IiIiIiGpUdb7jNmLECAwZMqTc946doAGAy+WqMEE7+rXbXfld1uzsbAwZMgSGYWDWrFnq0wW/FyduRERERER0yqjsscjKpKamIicnB4FAAHZ72bTp0KFDcLvdSEhIqPDzBw8eDCcnWbRoUblHKU8GPipJREREREQ1y2qrvn/HqU2bNrDb7di0aVP4exs2bEC7du0q3EkrLi7GsGHDYLVa8eqrryI1NfVk9UwYJ25ERERERETH8Hg8GDBgACZMmIBvv/0Wn376KV566aXwXbVDhw6htLQsueD8+fOxe/duTJs2LRw7dOgQs0oSERERERFVtQceeAATJkzATTfdhLi4OGRmZuLyyy8HAHTv3h1TpkzBVVddhY8++gilpaW45ppryi0/cOBATJ069aS0hRO3qmCRU2BbHEraVy3lP7SYzgjK6aq1VLNaLKSktLdUUsPiKC0VMwD4i5SSCEp71JT/Sopnf76c5tubr7c16Jfb41BT7CtpnLOLxVipkqYZ0FMjB33y8SpWtll8WE4Fb7HK41xLk2+2zcL9cjpm7TgbIUNeTmkrABxR0r3nKeneG+6NLPW6lvL/0h/WqcvOTz1XjJ25N7KU3IcOyH1+oNSk3IjCppQZ0NKgH9wtL1eolEPw5OgPkRhBeYy4k+SxXpQlj4+Qsk6HWz8PtG1qpQSqohSHVi4C0EtNVMU2HbH6uyeBEnn8lObInyP+UvlaqB0vV6Kc0r9wb7YYA4C8Pflye9RyAHKfJ5wut8esHIBW/kMvByC3J7aR3Afa7yAFe3PEGAAU7pOvTdrnjCtRLjOglbYwK1mUv0eO293K52WEZYm063bBHv0410rVWA7g9/B4PJg2bVr4Ttpvbd++Pfz/Dz/8sMrbEp09RERERERERGG840ZERERERDXKYqu+cgC1Fe+4ERERERERRTnecSMiIiIioppVjQW4ayvecSMiIiIiIopyvONGREREREQ1i3fcTHHiVs20tLgIKbGAnEJeXScAw6ekRlbS76vrVFLUWp3ysPIVyGngAT0VcdAXWVrygJKG15svp+/V2gIAgQjTSgeV9PJayn+z8gRmqccjWa+vUE5VraXy9healX2Q1+v3asdZjjlL5BTPZkqU8VyipHv3KSUIQsp4DSop7bV0/wAw4uAmMfZxs/PEmJYKXwlVGW38OJXyDTal3Iq2HKCnD1djyrml9atDSekP6Cn/XfXkFOFm5S0kVuVaaDErB6CUVdHWq9FSpDvjY9VlA6VK2nqldIF23daOc0yj+mIsFNLLgmjX/ECJ3B6tBENsk2RlOf2zQCvnU5ojj0ntHIlT2qNtzzDpO+06oR2vuCYN5XUq/eOIcavt0fbFESsvG980VYzZ3HLpC217PqWcEdVdnLgREREREVGNskRpHbdowh4iIiIiIiKKcqfExG3Pnj3IyMio8P2MjAzs2bMHrVq1Cv/cOeecg/79+2PAgAHo27cvrrvuOvzwww/V3WQiIiIiolOH1VZ9/2opPip5jJSUFKxYsSL89ZIlSzB27FgsX7685hpFRERERESntFPijtuJ6Nq1K3755ZeabgYRERERUd1lsVbfv1rqlLnjlpWVhf79+1f4niYUCmH58uXo3LlzVTaNiIiIiIhIdcpM3I59BBJApe+9/XaC5/P50KJFC0yaNKla2khEREREdEqqxXfCqsspM3E7XpVN8H4vi1+uDWYU54uxUIlckyNUKtc/C/nkOh+ASR0Qpa6aVqtNY1Pq/QSK5L4B9Jo2Wr0krW6PXamREvTL+6htz4xWE8kSVGpUKfthc+gXNK3GjiNW7gNXglJDRhkDWlvdSXotHI02BrR+jUmOiWg5AGio1JWrVyzH4k+Ta00lpCWIMa0+05l7C8QYoNdqu3znV2Js2w0DxJjWP/Wy9XNWq7PU8Gy5tpN2vGwOuX8Si+Qaga4EufYZANRvIdficiXGi7G4lFx1vRJHrN4ebZuOBLl/1HpsEabTNqv9ZXPI9b20emyR1vx0xJnUcStWanDmyueQ9nmo1dOKP/scMeZpuFeMAYCngXwt0Gqpau2JO7udvL0c/WkiV2KcGPPly78T2D1K/7SV+0erQ+tpuF9eDkDRgcNiTKubFteylRiz2OWxHFuYq7bHqZyXjliPGHOnNZXb45T3wwgotVSV37Wo7uJRJyIiIiKiGmXwjpsp9hAREREREVGUOyXuuKWlpWH16tUVvn/0e9u3b1d/joiIiIiIqCadEhM3IiIiIiKKYnxU0hR7iIiIiIiIKMrxjhsREREREdUsi54BmjhxqxrKrV4t7at2+9PikNPwyomzzcX7lFSzNnnNWvpnLYWxL18ueQAAdiWdrpbWX0tvrKXMjc0tlGMpchpiALC55VTfcU3kNOhaOuqSw3K5CG+OniY+tlEDMeaMl1MYuxKPyNtU0mpracfjmjQUYwBQeiRPjGllDbRxF9NATx+u0UoQBErlWHwjedzFNVLKASgp9M3KcGhlKrSU/61fXS7GNvfrrW5Tox0TrSyEu4GcCt+dI6dI10oXOGPlNN+Anj5ciwWUtP5qyQzlmmUW1653kdKOlVkZAW3ZqliuqmjHy6rEjJAc067pABBUSvZo5Xy0Y6KliYcWg97eYKmcul9j+ORzVisHYLY9La6VxVDbEwrKy3mV5aCXb1DLYmjtUWjHOdJjRbUbJ25ERERERFSzIqxDeSphDxEREREREUU53nEjIiIiIqIaxQLc5thDREREREREUY533IiIiIiIqGbxjpsp9hAREREREVGU4x23KhByyWnJrfFJYkxLF2v4TyDtq5L61pkQWQp1Le2t1S6n5LZ79LTJNiV1v5YaWW1PhGUNzBhBJaWwklZaTw0tp/41Szkd0NImK/0aKCoRY/6iyMadVkYAALw5clmI4my5PVoqeK3PtRT6AFCwXy4LoZUK0ISUbebtksshHDogtwUAtF3R+kdL+d/h3ZVi7PW0Tmp7NNoxcSt9fmRHjhgr9MrHw2NyPpcoZQY8SumCwqxiMRbyydcBh0l5Alc9ucyAWWmDk83sWmhzRHatNELygLU55GuzM0EuDQMAvnz5OqEdZ628h90tXydTldIxBbsPijEAyFXOd3+RfM3X2qOVJyjJks8fADjyo1zqxpvvjag9Wmr6oPLZlb87W4wBQOE+ud8dcfI50jArV4xpv2eYfXZpfedKkEt41DszS4xppT+0vsveskeMAUDKfWo4OvGOmyn2EBERERERUZTjHTciIiIiIqpZvONmij1EREREREQU5XjHjYiIiIiIahTruJljDxEREREREUU53nEjIiIiIqKaxTtupjhxq25KSns1VkW0dN2RLqel7Q8pqfABPfWtupySilhNza8s5y+SU0oDegpfbVktrb+2nE9JGw0A9nw5xb5VOSb+Ijn9szdPjmkcsXL6dEBPOa3F9LIPciyopGwHgGJlmyVK/n27knZcS3WulTw4UKq3VVNPWa9GS/k/aM9GddlnktuLseSD8jgI+uTz8oBShiLPLy8XZ9evoU4lrX9QWa+WktyvpGV3K+nTAT0VvCtBLhVQFbRSEgBgc8rjWRNSrr/aOl1K2n4A8BfKY6T4sHweaOU9tPINpYfllP7a+QwAJUpcu65r6fe1tPXFh+XPAgAozpbPA2++3K9ae0qU/tE+87S2AEDxYTnu8svniNY/WjmAE+k7bay7k+T2BLVyAMrvTFrZC6q7OHEjIiIiIqKaZdH/gES19B23X375Ba1bt8bSpUvD37vxxhvRsWNHlJSU/8vWiBEjkJGRAZ/Phz59+uBvf/tbuficOXMwfPjw8NdvvvkmBgwYgN69e6Nnz5545JFHUFioF8QlIiIiIiKqSrVy4vbOO+/g8ssvx+uvv17u+wkJCVizZk3469zcXHz//fcAAKfTiSlTpuDZZ5/FwYMHAQA7duzA66+/jieeeAIA8Pzzz+Ott97CvHnzsHLlSnz00UfweDx45JFHqmfHiIiIiIiIKlHrJm7BYBDLly9HZmYm9u/fH56YAcAVV1yBVatWhb/++OOP0bNnz/DX7dq1w5///Gc8/vjjMAwDDz/8MB5++GE0bNgQPp8P8+fPx6RJk9CoUSMAgM1mw3333Yezzz67+naQiIiIiOhUY7FW379aqta1fO3atUhMTESLFi1wxRVX4LXXXgvHunfvjm+++QbFxWUvj65cuRK9e/cut3xmZiZ+/vln3HfffTj99NPRq1cvAMCPP/4Im82GVq1alft5p9NZ7lFKIiIiIiKi6lbrJm7vvPMO+vTpAwDo06cP3nvvvfA7aA6HA927d8eaNWuQlZWFUCiE0047rdzyTqcT48ePx+eff17uEUjDMGD5zUuR27dvR//+/dG/f3/06NED+/fvr4a9IyIiIiI69RgWa7X9q61qVVbJI0eO4LPPPsPmzZvxxhtvAAD8fj9WrFgR/pnevXvjrbfeQnZ2doW7bUc1btwYCQkJSEhICH+vWbNm8Pl8+Pnnn3HmmWeiVatW4fVmZGQgGDz+FN0WQ04JKycWB6CklVaF9LYZynq1WKS01L8hk34M+eTUyFpKey0Nr8Wq7H+E5RDMtqnRtqkeqxNpaxUc5xMRUlLs1yZWkxTq1U1rj1ZKQaOl+weAu7K/FWN/b3m+GLM55fY4rfJ+aDGzw6Ft0+ZQYspylqC8UbtH/4jV4mbLnmza/gORjx91m9oYUFLzm3EopQQs2tiKk9OyO+NjxZgrQU8hr5UZiHQ5tT0mpWwiLTXhjJX7x5UUL8aCpXK5FXeC3tZIS2a4EuX2aGPZbfI5q23THWF7tPIEWokkV73qLRlC0aFWTTnfffdddOrUCf/4xz+wevVqrF69Gvfdd1+5JCXdunXDli1b8N577+FPf/rTca/b4/Fg5MiRGDduHPbt2xf+/rp165CbmwubLbIaNkREREREZMJqrb5/tVStuuP2zjvvIDMzs9z3/u///g9z5szBzp07AQB2ux09evTAwYMHkZSUhKIi/S9hvzV8+HA0bNgQd911F7xeL/x+P5o2bYq5c+eGE5YQERERERFVt1o1cXvvvfcqfC8uLg5ff/11ue899thj4f+npaVh9erV5eKVfe+oAQMGYMCAASfeWCIiIiIiOj61+N2z6sIeIiIiIiIiinK16o4bERERERHVQbzjZoo9REREREREFOV4x42IiIiIiGoW77iZ4sStKii1yoyAXJMkYla9VIFW2siq1A/Rap1YlFSqFqdbjLlMagG5G9QTYzan3Fa1Ropbrj1jVdap1U8BALuy3thGDcRYQKlpo7XHEVugtsfTMEmMuRLjxJhWQ8aZoG8zkrYAgCM2T4xp9au0OmXuxBgxFij1qe0JKHWfgj75fE5ISxBjsalynSWLsh+2XXLfmGl4drIYcyfJ56VWIzD5YLG6Ta1W26U/rBNjPw77PzGmXXtS8uXzx6z2V/0W9cWYO9EjxmKS5bGl9Z1DqQsG6DWhnPHyNjWWCEvXmNVp064TkdI+f5wJ+v778uVx6c2Vr1tB5Vpgj5XHQIP2zcWYw6Stjtj9YsxfJI9nR6w8Puq3PVOMuRvI1yVA/+wqzZEzcbsSlP5R2qP1uVaPDgA8yYeVZeV+19qjjfXSw/r1N9LfQ+o1byLGtM/9kE/+bDJ+R31hqjs4cSMiIiIiohpl8I6bKfYQERERERFRlOMdNyIiIiIiqlm842aKPURERERERBTleMeNiIiIiIhqlkVLp0cA77gRERERERFFPd5xqwrKXwysSqp8Q0vrb5fTXFtMygFo7IlKundlvRatPW45va+1OF9tT6ySNlhL62+LT5Tbo/S5zSWnGjZjd8upml2nnSbGnH4lHbWyTrP04FopBXuCnB7aqqQPt8fKfaeJSdHLAdg9epp0iVaGQkvFrKWjBoDi7BIxpqV7j2skb9OjHA+vktLeV6SXDNFKImhp690N5La69xeKsaBP3n8AsDnlY6Kl/D/rhbfFWMGVvdRtSszKAWhxhzLWnXGlYiwUNCJuj7ZN7VoQKbXEi0k5AO3c0xghefycUHtM4nWB1nfqcso1yyxuhOTxHNKWq4KY6bJK/1RV3wXV9PwRtrWa95Fqt7p/5SMiIiIiouhmsVbfv9/B6/XiwQcfRJcuXdC9e3e89NJL4s9+9913uOaaa9ChQwdcffXV2Lp164n2SjmcuBEREREREVVi+vTp2Lp1KxYuXIjx48djzpw5+PDDDyv8XHFxMW699VZ06dIFS5cuRceOHTFixAgUFxeftLZw4kZERERERDXKsFir7d/xKi4uxltvvYWHHnoIbdu2xWWXXYZhw4ZhyZIlFX525cqVcLlcGDt2LJo3b46HHnoIsbGxlU7yIsWJGxERERER0TG2bduGQCCAjh07hr/XuXNnbN68GaFj3jPcvHkzOnfuDMt/c11YLBZ06tQJmzZtOmnt4cSNiIiIiIhqVhS+43bo0CEkJSXB6fxfUrXk5GR4vV7k5uZW+NmUlJRy32vQoAEOHDhwQt3yW8wqSUREREREpwyfzwefr3zGaafTWW6CBgAlJSUVvnf062OXl3722J87EZy4VQHDpnSrlkZfW6mcgfbEhIIRxeSEwQBKi+RVlsgxAPDly3G7koZXS1Vt8cqpvP2F8va8OXKKdAAIeiIrXRDyy/tRcjhPbk+u3h4tNbBL2WZxVo4YKz0it0dti0lK5ZJD8jYL98vb1FLh+4uU41wkp98HgLxd8ja1dO8hJXW2ts2cnbli7OBuvc+dVrkPbA65tIM7R+6fIzvk43GgSP/A0dqjpWzXUv53/EB+H+Ctpp3EWJxd/ytqoFQ+D9xJ8vlVuE8pl+CXr5N2t/4R605SShDEytcQ7fyKNE2+dm6VrTeywriGcv5Yncp4TfSo6y3NlUt4FGfLiQACJfIYcMbJfW5Xrum5P+0XY4B+vvsK5fIfzjj594XY034WY4V7D6nt0c73EuU64UqQ+8CZIJcBCpbK18K8XXJbACB/j1xCSDt/tN8JrE65X0uUz0MAyN4mlxCKS5WvEwGlD7TSH9pyWVv0cddcjUYnoxoLcM+fPx9z5swp97077rgDmZmZ5b7ncrkqTLyOfu12u4/rZ4/9uRPBiRsREREREZ0yRowYgSFDhpT73rF3ywAgNTUVOTk5CAQCsNvLpk2HDh2C2+1GwjE1clNTU5GdnV3ue9nZ2RUenzwRde4dt8LCQjz++OPo06cP+vfvj8GDB+Obb77Bnj17kJGRUeHnMzIysGfPHuzZswetWrXC559/XmmciIiIiIiqhmFU3z+n04m4uLhy/yqbuLVp0wZ2u71cgpENGzagXbt2sB5zZ7dDhw745ptvYBjGf/fHwMaNG9GhQ4eT1kd1auIWCoVw6623Ij4+HsuXL8eKFStw3333YeTIkcf1YqDD4cD48eNRUFBQDa0lIiIiIqJo5fF4MGDAAEyYMAHffvstPv30U7z00kv4y1/+AqDs7ltpadkjxr169UJ+fj4mT56MH3/8EZMnT0ZJSQmuuOKKk9aeOjVxW7duHQ4ePIjRo0eHb2d27NgRTz75ZDg1pyYlJQXdu3fHlClTqrqpRERERET0XyHDqLZ/v8cDDzyAtm3b4qabbsLEiRORmZmJyy+/HADQvXt3rFy5EgAQFxeH+fPnY8OGDbjqqquwefNmLFiwADExMSetj+rUO27fffddpbcue/TocdyPO44bNw59+/bF2rVr0aNHj6poJhERERER1QIejwfTpk3DtGnTKsS2b99e7uv27dtj2bJlVdaWOnXHzWq1ViiG99tYZQzDKBeLi4vD448/jkcffRSFhXoWPyIiIiIiOnFGNf6rrerUHbdzzjkHr776KgzDKPdo5Lx589CqVSvk55dPK2sYBnJycpCQkFCuiF737t1xwQUXYOrUqdXV9CplaGn9g0o5AIUFSopwJQ0vlJT1Ze2R40G/nDZZS7Fvs8opp0NKiQFtnQAQVNJua8uq21Rj8v4DQFBZNqgsGyyVj6XWHrUtyjoBIFAix7V03VrKcptD3kd/kd53PiWujUmtrdo2vflyiufCgH6O2JTHvhOV1P1aOvdCr7wfeX69PVo5gBRlPzVayv9rft0oxpY06aiuN0ZJda7RUqQHlePlcEVexyXkk9cbUsakNcJyAGbp/quiHIBNKQdgRjuHSrXjpfSroZT38ObK77578/RxrrVVKweglXjxFSilbEzOO208my0rCRTJ5Rm00ihm2/Pma9c0eaxr5WGsyueT9llQtl45XqrsS4zSHu33hYDSVq1vqO6qU3fcunTpgoYNG+KZZ55BIFB2Inz11Vd49dVX0aJFC5xxxhl4//33wz//zjvvoHXr1oiLi6uwrnHjxuGLL75AVlZWtbWfiIiIiOhUFDKq719tVafuuFksFsybNw9Tp05F3759YbfbkZCQgLlz56Jp06Z46qmn8Nhjj2HBggUIBAJIS0vDU089Vem6jj4yOXTo0GreCyIiIiIiovLq1MQNAJKSkip9eRAA0tPT8eKLL1YaS0tLw+rVq8t9r3v37hVeOiQiIiIiopPL+J3ZHk9FdepRSSIiIiIiorqIEzciIiIiIqIoV+celSQiIiIiotqlNicNqS6cuFUBi6GkG67GdhxlUdLhW2xKOmZlOTVmd8rbczjk5QDY3PKyNqe8rM3lUtqjLKdtT4kBgF2J22PcYixolVP4OmLl5czKE2jL2j1y/9iV5YIm24xknYDeVmecnDbZ5pDHnSNW3kctfToAOGP1cSlxJcjb1GLa9jw5+oMQWvr9iLeppNWOs+vt0bLEa9vUYto2tZT/g/d+IzcGwL//eLEYs7vlj0O7R45ZfXJJFUes2TUksm2ajWeJViog0nT/J0I9n5W+AfRSHFq/AkrpGKU9Nrd8bpmVNdDWa7VF1h6r8llq2h6nPA7Ukivack7lHFE+R8zGnbZNbYzYlPZoZQRsDv16p7VX63etPVaHsh/KuW7WVqqbOHEjIiIiIqIaxRtu5jhdJyIiIiIiinK840ZERERERDWK77iZ4x03IiIiIiKiKMc7bkREREREVKNYgNsc77gRERERERFFOd5xq2Za+n3t7wxaSn9YI59/W2IS5JiSRt/iUFL+O5WU9koMADxeORW8xSUva41LVJbzKLHDYixOjJTRygXYGzaRlwv4I1qnMyFWbY8zKVGMWePlmLZNb06Buk2JKylejWvlAByxyvFS0jg742PEmDe3UG2Pv0g+JpqE9PpizJUo94GvSC4JYQT1vzhqaeLrt5Dbo/V5SY583jmzitX2aOm6tfZo5QACpXL68BilrVq6fwDo9q81YuznUdeKMa3Pg1o5AJOU9u4krYRHZCUqImUx+RzRSglEWp5AS5GunT8A4EyQr03a8dLKCDjjlBIVTZLFWLDUK8YAwK+MZ72kiHxt1tpjBOUxCQDePLm9TqWEhdaemNMaiLFgqXy9C5REdu0FgJhk+ZqvtUf7HDE7D+KV609cY3nMau3RzoNAidx38Y0j+3yOZpFdSU4tvONGREREREQU5XjHjYiIiIiIahRfcTPHO25ERERERERRjnfciIiIiIioRrGOmznecSMiIiIiIopyvONGREREREQ1inXczPGOGxERERERUZTjHbcqYFjk+bBVq2MWUipYhJS6LFqNN+h1Sayxct0Ri12p1abVePMo9cZMaqQYSr0xrT6cNT4pouVUAbl+yom0x9DWqxxn7XgAgLWeXCdGO85aXTl3hDUCtf0HAO2IGEpNKL2OmzzutOUAwKPUA9K469cTY64kuRKgO0muVedOKlG3qdWo0mpfaXXcPEo9saBfr6xjc8h9606U91NrjztJr7snsZvUTdNqtZ351zfE2PabrhJjIa2Om1KrDgBcCXL/aPUVq4JWY/REaDXFrE65f+zK+ACAoF+pxxYr19qy2ixizKHUMNPqS9qVWFl7IqvJp53rWnu0GAA44uT91M53bTntfFbbEivXsQMAh1s+llqdRK092udBwKTvtGNiV85ZrT1Wh7xO7fc3s+tdbcQ6buZ4x42IiIiIiCjK1bnp+ocffogFCxYgEAjAMAz0798fw4YNAwCsXLkSzz//PLxeL6xWKy688EKMHj0abnfZX0KCwSBefPFFvPvuuzAMA36/H5dddhnuuusuOByR/cWMiIiIiIjoRNWpidvBgwcxbdo0LF26FElJSSgqKsKNN96IM844A4WFhXjhhRcwe/ZsnHnmmfB6vZg6dSruuOMOvPDCCwCAxx9/HPv378err76KxMREeL1ejB07Fs8++yzuu+++Gt47IiIiIqK6iblJzNWpiVtOTg78fj+Ki4uRlJSE2NhYTJ06FS6XC0OGDMETTzyBM888EwDgcrnw4IMPIiMjAxs2bEBaWhqWLVuGNWvWIDExMfwzjzzyCFavXl2De0VERERERKe6OjVxa926NS699FJcfvnlaNOmDc4//3z06dMH8fHx2Lt3Lzp06FDu5x0OBzp27Ihvv/0WR44cQfPmzZGUVD6pQnJyMv785z9X524QEREREZ1SQrzlZqrOJSeZOHEiVq9ejeuuuw779u3Dtddei3Xr1gEoe4ftWD6fDxaLBYZhwGL5X7aptWvXon///ujfvz8uuOCCams/ERERERHRserUHbc1a9aguLgYvXv3xtVXX42rr74ab775JpYtW4bTTz8dGzZswEUXXRT+eZ/Ph//85z8YPnw4TjvtNPz0008oKChAfHw8evTogR49egAAWrVq9fsaopQDqAmGWmZAjqlp6zVeOX2v4ZNjZnF1P7TSBUqK/VBRvhwrKZK3B8Dil9PoW2ISxJi2j6GiAjEWKNRTpNsjTN0fKsgRY77cyNKyO7RjBaD0cJ4Sk4+JljY55JPTg2vrBICig/Kx1tOHy/uhjVdte0VZ+rjTUkDHpeSKsYCSdrswq1iO7dPHgM0pj7sYpcyCM04+D7RtluTIy2mpus3iWsr/VguXirH1F18qb88kXbcrQb7GOuPkhFihoPxXaW28aizWyJYDACMU2V/JbQ65BEGw1Ksu682Rz5NC5RwKlMjXCVeCfI4UZ8nXyeL9R8QYABQo49lfJH+ORNweJQbo55c3X+73oFL6oiQrV4z5i+QSJ8VZ+vVFuzZpzK75ErO+K86W98XmlMezK1Fuj1qeoFS+RhQf1kvH1Ea832YuumYYJ8jtdmPmzJnYu3cvgLIK7D/++CNatWqFu+++G1OmTMHPP/8MoGzS9thjj6Fly5bo3LkzmjRpggEDBmDMmDHIyckJL//JJ5/AGuEvxERERERERCdDnbrj1rVrV4waNQojRoyA/793Q7p3747MzEw4nU44nU6MHTsWxcXFCAQCuOSSSzBnzpzw8o8++igWLVqEoUOHIhQKwev1onXr1nj77bdrapeIiIiIiOq8CG/en1Lq1MQNAAYOHIiBAwdWGuvZsyd69uwpLmu1WnHzzTfj5ptvrqLWERERERER/X51buJGRERERES1C5NKmuPLW0RERERERFGOd9yIiIiIiKhGhZhX0hQnblXB0FOhi5S09WrsBBh+OdWsxSGn2NdKBVjschprrfwAABiV1NoLr9caYf9EGFPLDwBQk2fXQHtUEa43pBwPjRE0O86R7YvWVnU/TMedsmyEDyZo6wz6lRIVSqr3svVG9sEW0vZRSfPtNzsPgvKZoParsh9a/wQD8jqtyn4AejpzrQ+0lP9/WPN3MfZVhvxONWCynz553GljQDtalghLBZyIiMerUt4DAPylclxL+R9QltPSuYf88nLacSyLy0dF2w+tfIXanlK5xEBZe5TzXWmPQzlHgkp7tLZq2wP081LrVy2NvpZ+X2tr2XqVfo+wf6xBpT0++Vhq45zqLk7ciIiIiIioRvEdN3N8x42IiIiIiCjK8Y4bERERERHVKNZxM8c7bkRERERERFGOd9yIiIiIiKhG8R03c7zjRkREREREFOV4x626WeV0w7AqiZy15U6AlvIfSlp/NeV/pDGT9licbjnmUmL2yNZpVWKm21Ri2rG0+ErFmN2kJITF5ZFj2n66Y8SYIzaydMM2j7zOsvXKqZq1NM42h3zJcsTK+x8okdcJAI44eYzYHPLftxwx8jbtsXKfO2Pl88Dh1i/LDm3ZWJcYs7nlfdTW6TZpj5ayXOtXrQ/syjYdLiVdeaxyPYPet1ofaO3RUv6ft/pTtT3fX9dfjKmp6ZUU+9YIU/5brJGXCjCUF1O0ttoc8j5anfq4085LreyBtk1tOYtV2d4J9J12vLT1qu05gbIPkY4fq9IefbmqKVGhpfyvKpFuU1vOYqua3/2o9uLEjYiIiIiIahQLcJvjo5JERERERERRjnfciIiIiIioRjE5iTnecSMiIiIiIopyvONGREREREQ1KsRbbqZ4x42IiIiIiCjK8Y5bdbMoaV9NUuVHsk7TRZVU8BatBIHSVqsnVl4upJQ8AGDExMvtUdLdW2MS5OUcclsNJcW+VUnND5ik2FfaYwSU1PRazIQ1LlGOxcr9amglCCJtS6y8/wDgVPrdCMpjREsRbo+Rj0fQ71fb40pQ0ugrJQhcSXFizBkvnwfuJHksu5NKxBigp9F3JcrHWSsH4Kon77+/SO87rRyA1q8OpVyCO0kvxSG2xaR0gbZeV4J8TFwJ8nkZ9MtjWUv3DwBtXlshxnbdOViMGSbX0Uho6eXNtqmdsxqrcm7Z3PLYAQC7R75uOZWyEAGbXE5CLVHhkddp9+if3VoZCq3vtJIQWnu0fgX08yRQIvePdq5r1xebX16nto8AYNX6QNkPu9Ie9TPGpO+0chJaiQqtPdq5Z1Paqh2P2irCS8kphXfciIiIiIiIolzdm64TEREREVGtwnfczNX5iVurVq2wfft2AEBxcTFmzpyJNWvWwOPxwO12Y/jw4bjsssvCP79v3z489dRT2Lx5MxwOBzweD0aPHo2LL764hvaAiIiIiIhOdXV+4vZbo0aNQvPmzfHBBx/A6XRi165duPXWW+H1etGnTx/k5eXhuuuuw8iRIzFjxgxYLBb88MMPuPXWW7FgwQK0bNmypneBiIiIiKjOCfKOm6lT5h239evXY/fu3Xj44YfhdJa9JJqeno4HH3wQs2bNAgC88cYbaN++PQYNGgSLxQIAaNmyJcaPH49AQH65loiIiIiIqCqdMnfctmzZgnbt2oUnZEd16dIFu3btQm5uLr755htccMEFFZa95JJLqquZRERERESnHL7jZu6UmbgBQDBYMW2z/79pwi0WCwzDKDexmzhxIjZu3IjS0lL06NEDDz/8cLW1lYiIiIiI6KhTZuLWoUMHLF68GD6fL/yoJABs3LgR6enpqFevHtq1a4eNGzdi8OCy+jnjx48HACxduhTr168//o3ZlPohduWRS+0vDYZS3EKrt2ZCrblmV+qOKHXcDLtS38ykPaHSInlZrW6aUqcMNqXmXCWT+aMMr0kdN1dk7TECcl0sLWY1Oc7aNrW6alodN3VsaTXwTOq4afvp0PpAGXcWZSw7S/X6eM54uZ6hXaknpdVNsyt1yrQaZlotKUCvueZI0PZDPp/V2nBKLTZAryUUab9qdbhCvsjrGmn1trQ6VM44ebmgT6nBZFKjSqvVlv7sEjG2Z8xN6nojYbGZ1HFTCixFXMdNq8uoHA+zuM0p10I0gpEdL7VOmUntL6tT2aZfq9UWWd00rcYboO+nVjdNX05pq9I/2vYAvQaeTelXtR6bcok16zvtmGjXF7VmodJ3Wv1EraZcbVUb67gZhoGnnnoKb7/9NkKhEP7v//4P9913H6xCfb5NmzZh6tSp2L59O1JSUjBs2DBcc801x729U+Ydty5duqBly5aYNGkSfL6yX+J27tyJqVOnYvTo0QCA66+/Ht988w3eeusthP57suTn5+PLL78UDwAREREREZ16Xn75Zbz//vuYM2cOZs2ahffeew8vv/xypT976NAhDB8+HH/4wx+wbNkyjB49Go8//jjWrFlz3Ns7Ze64AcDs2bMxa9Ys9O3bF3a7HW63G/fccw969eoFAEhKSsJrr72GZ555BgsXLoTNZkMoFELPnj1xyy231HDriYiIiIjqptr4jtuiRYswevRodOnSBQBw33334dlnn8XQoUMr/Oynn36K5ORk3HPPPQCAM844A+vWrcN777133GXH6vzE7WgNNwBwuVwYM2YMxowZI/58amoqpkyZUh1NIyIiIiKiWujgwYPYv38/zjvvvPD3OnfujL179yIrKwspKSnlfr5Hjx5o06ZNhfUUFhYe9zb5/B8REREREZ0yfD4fCgsLy/07+irV8Tp06BAAlJugJScnAwAOHDhQ4efT0tJw7rnnhr8+fPgwPvjgA3Tr1u24t1nn77jR/7d33+FRVXkfwL93WhISQguhi4IUFbDQd9FlQZSmFGkWWBQQ0YANUFQEBKSvCAEEQVddBVSEoIIFs9ZdUZrCK/AKirSQhJKE1Gn3/SNvZhOS87s6mTszSb6f5+F5YA73nnPPLTPnnnt/PyIiIiKi8BbMBNyrV69GYmJiic8SEhIwceLEEp/l5+cjNTW1zHXk5uYCQImgh0V/NxoE5ufnY+LEiYiLi8Pw4cN/d7s5cCMiIiIioipj/PjxuPfee0t8VnwAVuSHH37AqFGjylxH0atXTqcTERERvr8DQFRUlLLunJwcPPjggzh27Bjeeust8f9eigM3E+ia8ASqVd3lmhTyH+qwr7rF/90ohdiXwuhLdepSyHavHFpcao8Ufh829XqltmoR6pNFrA8GfSe0R1OWyOv0CmHyAUDzM32Dv8vJMZXlkPbSeqWQ/9J6xW00CHWuWdXnl7SsWCZEohXLjNpqUR9BFoNlKwopvLzXz7Ly8HrUd4F1oUxaDpBDfUsh/xsvek1ZduKxkWKd/vJ3n0jbKB3rRikGPE51ah1xn3j921/+br9he/w8tsqTnkHcX36eQ2L/CMdAedrqL7P6zl/+rtPffRXOhNMz4BwOR5kDtUt17ty5RLyM4lJTU7Fo0SKkp6ejcePGAP77+GTdunXLXCY7Oxtjx47F8ePH8dprr+Hyyy//Q+2uHN/yREREREREQVKvXj00bNgQu3fv9n22e/duNGzYsFRgEqDwJkZCQgJOnjyJN954Ay1atPjDdXLGjYiIiIiIQsoTzCm3ALnzzjuxePFi1K9fHwCwZMmSEinEzp8/j4iICERHR+Pdd9/Fzp07sWrVKsTGxvpm5+x2O2rWrPm76uPAjYiIiIiI6A8aM2YMzp07h4SEBFitVgwZMgSjR4/2lQ8ZMgSDBg3CxIkT8fHHH8Pr9WL8+PEl1tGpUye88cYbv6s+DtyIiIiIiCikKmICbqvVimnTpmHatGlllicnJ/v+vm7dunLXx3fciIiIiIiIwhxn3IiIiIiIKKQMAvESOHAzhRTWXwz5L4TMlSs0KSSsmJ5ATU5rYBJ/6/R6AtuOctLDrD2m8XM7pbD9ZvE35L9ECpFeHv62xyz+7i+pz0OR8sBiVadgkPaktFx5SCH/m/xd/Z6ElGLALGYdk5Ul9UUoSGkG/GWUxoSIAoMDNyIiIiIiCqmK+I5bsPEWCRERERERUZjjjBsREREREYVURczjFmyccSMiIiIiIgpznHEjIiIiIqKQ4jtuxjjjRkREREREFOY442aGIIfDL0/4fSksuWZRh/KW6hRDnRu0VQyH71GXiUG3K1J6ApOYFX5eKczSGuie4O8P6fwpD3/DoIdbuG4z2hOKEPGaSSH//SWF/G+86DW/ljNLuB2TZpHC75txbSrPOuW2Bn47jFIT6EF+58loO8xIpSDXF16/JczGPG7GqsZVk4iIiIiIqAKrkDNuJ0+eRO/evdG8eXNomgaPx4OYmBjMmjULLVu2VC73ww8/YOnSpTh37hy8Xi+uvfZaTJs2DTExMQCA06dPY8mSJfjhhx9gt9sRFRWFSZMmoXv37kHaMiIiIiKiqofvuBmrsDNu8fHxSEpKwpYtW/D++++jf//+mDp1qvL/Hzp0CA899BAefvhhbN26FVu3bkVsbCwmT54MAMjMzMSdd96Jjh074tNPP8X27dsxf/58zJw5E//7v/8brM0iIiIiIiIqpcIO3C7VpUsXHDt2DL/++itGjhyJ2267DcOHD8ePP/4IAFi3bh2GDx+O6667DgBgsVjw8MMP47bbboOu69i4cSPatWuHESNGQNMK31lo2bIlZsyYAbfbHarNIiIiIiIiqpiPSl7K6/Viy5YtaN++PaZMmYIxY8agT58+2LdvHx5++GF8/PHHOHjwIPr3719iucjISPTr1w8AsHfvXvz5z38ute6//vWvQdkGIiIiIqKqyssE3IYq7MAtLS0NAwYMAAA4nU60aNECc+bMwe23344+ffoAAK677jrUqFEDv/zyCzRNgy48O6vrum+mDQBmzZqFPXv2ID8/HzfeeCOeeeYZczeIiIiIiIhIocIO3IrecSsuOzu71P/TdR1utxtt2rTB/v37SwQacTqdmDRpEhYvXoy2bdtiz549uPvuuwEAM2bMAAC89957+O677/5Y4zT1E6i6UCYUAcEO5w7IId3FxgrMCpMvrFdOXRD8sPVBD80PQLME+aloo1D4UrkJZUZhx6Vyqe/E9UrtEdZpMQgvL4WftzjUl3R/t8Mo3L3V7u96/esDqT1GbZX7QNpf/oX8N1rO72PLT/6mCgCAE4+NDHRzyhXq3Css6/UzpL2/ynNNl9ojbaPUd9JyxnWa0D9+7iujcn/TE0j7qzx9J9bpd7oE9XIeV+VLFcB0AMYqzTtuABATE4MmTZpg+/btAIB9+/YhLS0NLVu2xOjRo/HWW29h3759AAC3243Fixf7lrvrrruwd+9evPPOO/D+/0mdlZWFb7/9FpZg/+glIiIiIiIqpsLOuKksWrQIM2fOxMqVK2G327F8+XI4HA60atUKf//73zF//nzk5ubC5XKhY8eOvsFbrVq1sH79eixduhSvvfYarFYrvF4vbr75Ztx3330h3ioiIiIiosqL6QCMVciBW+PGjZGcnFxmWfPmzfHGG2+UWda1a1d07dpVud569eph3rx5AWkjERERERFRoFTIgRsREREREVUeHs64GeLLW0RERERERGGOM25ERERERBRSzONmjAM3E+i2CHWhRd3lur8h7Q1C80vLahHR/q1XCJ2tWx3q5QymwS1R6vZojkj1am3qMqmtWqS6PktBvnqdALQIoT1CH2hSSghHnlin2B6h7yAck1K/an6mS7AI6wQA3WZX1yn0q9hWocxily91VqHcFqXel9YIoV/t6m20OKQyOZWCtC1WoU4pvLwU0t9q0B55vf6mJ/A/5L/EYkKI/fKQwpKbEVpcYhTuv8nfy353HACOTbxTWSa1VdofRtvodbmVZR6X+rrlcarLvFKZUJ+0HAC48v1rq9cphYIX2iOUlac9Yt9J+yO/wK/6ALlv/W2PmJ7AoO/M6B/Nqz4PpP0s1UeVFwduREREREQUUszjZiy8bj8SERERERFRKZxxIyIiIiKikGIeN2OccSMiIiIiIgpznHEjIiIiIqKQYh43Y5xxIyIiIiIiCnOccSMiIiIiopDyMI+bIQ7cTKBbhW6VcnhJudqk+gzyuEFYL+xOdZm0XikfnVAGu5ybxyLkVRPrFPKCScvB6lIWSfnEADkHnFdqj5AmRouIUhcKOZ8AQBPqlPaJlG9McwvbIZG2HwBsQp47KcebVGaX1inkFoSci0zKNyZup0Wd/8wirdOAlPtK2g4CvH7mP9P9/DFhtJy/udr83Y7ykHK1Xb58vbLsl/HDlGVijiqDfFq6EDdcym/lf5l/uc8Ao1xkUq42Kceb//m9xHx1/uZNE9vjf1vFPhDOL+n4kc4tw/YI5dL57u+5rnuE+hg7v0ritzwREREREVGY44wbERERERGFFB+VNMYZNyIiIiIiojDHGTciIiIiIgopzrgZ44wbERERERFRmOOMGxERERERhRRn3Ixx4GYGIWy7FPJfDNsvMUoHEGyaZspqxbQHZvSBEM6dDBikLjCDFDYZXjnEc7B5TeofKay0lCpACmNtVuh5XegDKcy1WSGwxeNHXE7qO5PaKn3HlCPVhFincBxIIf+brX5bWSalGDASipQIFYW/6StCweh8Nuscqiikc53nQNXEgRsREREREYUUZ9yMVYmBW6tWrXD48GGcPHkSvXv3RvPmzaFpGjweD2JiYjBr1iy0bNkSAHD48GG88MIL+OWXX6BpGuLi4jB58mRcf/31Id4KIiIiIiKqqqrEwK24+Ph4JCUl+f795ptvYurUqdiyZQtOnDiBv/3tb5g7dy569uwJAPj+++8xceJEJCUloU6dOqFqNhERERFRpcUZN2Nh9nJU8HXp0gXHjh0DAKxduxYDBw70DdoAoGPHjpg6dSpyc3ND1EIiIiIiIqrqqtyMW3FerxdbtmxB+/btAQB79+7Fo48+Wur/3X777cFuGhERERFRlcEZN2NVbuCWlpaGAQMGAACcTidatGiBOXPmAAB0XYdWLCLiQw89hJMnTyI3NxcjRozAmDFjQtJmIiIiIiKq2qrcwO3Sd9yKa9u2Lfbs2YPu3bsDAFasWAEAWL58+R96VFLzuNSFQsh/MVWAxCDUubRezS20VQjrr1uFdUptcTuFUkAX2qNJIf+9bvU6LerDXOob3SiEvFDu9740S7i1R+JnGgbNKixXjtQOUhh9f+u0CCHbLVY5nYbUHovDv0u61a5uq9Uh953VIbTHLpx74nb41x5pOwqXVbfH4rD7vV5/l5P6R9qXUt9JxJQQBqHFLcKyHpf6+iuF/L98+XplWfrcBLE9tij1/rJH+nce2KLUy9kiHUKZXJ+0XincvbReW5Q57fG41N9r0nJWqX+ktgrrBOR9KZVJ+0s61qXjqnC9Up3+9Y9ESh1j1HcVEWfcjFX5d9yKu//++/Hee+/hs88+832Wnp6OvXv3ij+0iIiIiIiIzFT5huvlcPnll+P111/H0qVL8cILL0DTNNhsNtx222245557Qt08IiIiIqJKiTNuxqrEwO3w4cMAgMaNGyM5OVn8v82aNcOyZcuC0SwiIiIiIqLfpUoM3IiIiIiIKHxxxs0YX9wiIiIiIiIKcxy4ERERERERhTk+KmkGIYy+NFbWpXD3Ujh3aTkA0sSzJrVViqQp1Clth2YQnVMs97NOv5czCiFvVYcNFlMQCOF9NZsQijgiUm6PUCeE9WoO9Xo1j0FKBNVyEVFyeX6OulBKsyD0gbgdBn3nqF5NXRYbrV5vpFAmtMcWrS6zR8thox3V1XXaY9Rl4jpj1fsrIl8d6h0AHNHqY8sRq+5XKTR9ZE35+FExCgMfUbO6skzaJ578AmWZ16nuH6P0DNbICHV7/AxnbhapTikdgEQK+V/36URxWff0+5Vlrhx12hkpnURkLeE8qKU+dqTjHAAiYtX7WbOov4Ol5aTrgFF77MI5K6UniJTaI9TpFY4PaRsBwJWtThEk94+6PdLxaheuAwDgiFGfl1IfGO0TFfE6adB3FZGbj0oa4owbERERERFRmOOMGxERERERhRSDkxjjjBsREREREVGY44wbERERERGFFGfcjHHGjYiIiIiIKMxx4EZERERERCHl0fWg/QkUXdexePFidOnSBZ06dcLChQvhFaKHF7l48SJuvPFGvPfee3+oPj4qaQLdIYR9lcL6S2XloHnUoW91mxB63M8Q+36H3wegCSH4jZZVL2hS6Gx/96VwwdDd6tDHuksd4hoAtAihTiGsv1QnpDKB4SVR2k6pTqMUDap1FuTLzckXwofnqUPBO5zCeoW0Bh6hPnee3OduITS9OzdPXFbFmaVezpUtH3fyenOVZVKY6/wMdXsKsoTtzzNIXRB7UVkmhQgvuKBOX+ES0iVY7fI1yxalPn6kdAAeKQWB0K8Sr0GKASmkuy6EkJfWa4tSh6WXwv0DQIPZa5Rle3rfql6vsL+kfVn9ZLqy7OLJC8oyAMg6maUscwrh7j0udd/lnDlXjvaoz4OCi/6d7zVPnVWW5Z/LVLflhLpvACA7JVtZZnEIofLrqPeXLvyozk5RtxWQ92VErPqctdiFVD8Cd476Wpgp7EcKnldffRUffPABEhMT4Xa7MWXKFNSpUwdjxowRl1u0aBHS0tL+cH2ccSMiIiIiopDyePWg/QmU119/HZMmTUKHDh3QpUsXTJ48GW+++aa4zK5du/Dtt9+ibt26f7g+DtyIiIiIiIj+gNTUVKSkpKBjx46+z9q3b49Tp04pZ9OcTiemT5+OZ599Fg6H8NSbAh+VJCIiIiKikKpoUSXT0wsfyY2Pj/d9FhcXBwA4c+ZMic+LvPTSS7j66qvRrVs3v+rkwI2IiIiIiKoMp9MJp7PkO50Oh6PULFh+fj5SU1PLXEdubq5vueLrKFr/pY4cOYINGzZg69atfrebAzciIiIiIgqpYM64rV69GomJiSU+S0hIwMSJE0t89sMPP2DUqFFlrmPKlCkACgdpERERvr8DQFRUVIn/q+s6nnnmGUyaNMk3K+cPDtyIiIiIiKjKGD9+PO69994Sn5X1zlnnzp1x+PDhMteRmpqKRYsWIT09HY0bNwbw38cnLw08cvr0aezduxeHDx/GggULAAB5eXmYMWMGtm3bhrVr1/6udnPgRkREREREIeX5HfnPAqWsxyL/qHr16qFhw4bYvXu3b+C2e/duNGzYsNT7bfXq1cMnn3xS4rORI0di5MiRuP322393nRy4VRTSwWwxCA4a5NxxmledC0fKKQfIObw0KY+bR8jvJfSP5lHnrPEa5P6SaLZIP+tU52zRpZxhAPQCIWeWQ72fvXnqHFXefHWZRJPyAwLw5qhz4Yjb6RZyDDnUfe7OVucCAoCCDHW5lG8sUtgOqQ8KMtT5d/IvyPvZ6lAf69J6JXlCnbnn5NxwdiH3lb/tyT2rPpal/rFFyl9ptih1uSNavd7sNPV5IOWO06ya2B5HtPoYsTqEa4GQN81fXoN1elxCXkKnukxiF/aXK0fOJyblarvho4+VZTuad1KWSTnValymzgsm5UUDgPSz6n2Z7VZfm+sKfX7xeNnv3Pye9qSdF3KDCbnjLjulXm/2KXVeuexU9fmT+Zucxy01X71PLMJ2VotT57LzCsfrRSFvHCDvywihPdJ1WyIdk1nC/qDgufPOO7F48WLUr18fALBkyRLcd999vvLz588jIiIC0dHRaNq0aYllbTYb6tSpg3r16v3u+jhwIyIiIiKikKpoUSUBYMyYMTh37hwSEhJgtVoxZMgQjB492lc+ZMgQDBo0qNS7c/6qtAO3Y8eOoXfv3nj++ecxePBgAIVTknXq1MHSpUt9/2/58uUA4OvQ77//HomJiThz5gy8Xi+uuOIKPPHEE2jevHnQt4GIiIiIiMKT1WrFtGnTMG3atDLLk5OTlctKZSqVNgH3pk2bcMstt2DDhg0lPt+xY0epZ0yL7N27F48++igmTZqEjz/+GJ9++ikGDRqEcePGlRnWk4iIiIiIKBgq5cDN4/Fgy5YtmDhxIlJSUnDw4EFf2YQJE/Dcc8/hwoXSzz+vWLEC48ePR/v27X2f9enTB2PHjkW2wTsyRERERETkH49XD9qfiqpSDty++uor1KxZEy1atECfPn2wfv16X1mHDh3Qp08fzJ49u9Rye/fuRefOnUt9ftddd6F27dqmtpmIiIiIiEilUg7cNm3ahP79+wMA+vfvj/fff7/EjNljjz2GAwcOYMeOHSWW03UdmvbfKGBDhw7FgAED0KNHD2zbti04jSciIiIiqmLcXj1ofyqqShec5Pz58/jXv/6FH374ARs3bgQAuFwuJCUl+f5PVFQUnn/+eTzyyCPo3bs3atSoAQBo27Yt9uzZgxYtWgAA3nnnHQDAk08+ifz8PxAaXgpZLtD8DdtvFNHfqw59qwnh96EJoayFEPu6RTishLYAEPtOPM38rFMKPa8b7UehDyxCyH/dVaBep7A/pFQJhev177iT1qu75DqVDHKxiHWWIw2Ditclp6HwCtvpyRfSNwjr1YQ+cAvrdAnh9QuXVZdL7fF6pPaol5PC3QOAZlFfJ6S+k0h1epzSsWXQd8J6LULofmk5qe+sdjkEuNuqXlb3qK8vXhN+dBilGJBC/vubDkBiFD5d6ncp5P/NR79Tln3e5k/KMo8Qlt7oHJFC/ktlMTb1MVCeczbbrd7XecJxkCdcQ6Sw9VJ78oV1AnJbxfNSuoYIaRaM+k7qA3/bI5H2s3TsUOVV6Wbctm7dihtuuAFffvklkpOTkZycjMmTJ5cKUlL0yGTxzydNmoQVK1Zg9+7dvs+OHz+OQ4cOwWKUK42IiIiIiPzCd9yMVboZt02bNpXKlTBkyBAkJibil19+KfH5Y489hi+++ML37/bt22PZsmVITExEamphcstq1arh7rvv/kNZzYmIiIiIiAKp0g3c3n///VKfxcTEYNeuXaU+j4qKKpUa4LrrrsPatWtNax8REREREZVUkWfCgoXP/xEREREREYW5SjfjRkREREREFQtn3Ixxxo2IiIiIiCjMccbNBJpbCPeuqcfKmte/cLGGhPVKdepCW6Gr74oISQTklAcAvB4hdYFwtErrFbejHDSrEK5a2s9SKgWpPoscHltsj7Ss0B5xnRKbXSyW+gB29bKatF6bQ72cVT4GLEKd1kj1ei129UGpCe2xCsvZI+XLsk0oF9sqhLGW1mmPlvelI0Zdpy06SlzWn3Xqwh1Zo/D7jhj1ttij1XVGxEao6xTC1mtCigEAcAh9K63XaxC63wxeE9IB2KLUx11kLfnYkdJmSKHppZD/3Q/8W1l2+qkxyrLIWpnKMgCom5ajLIsSjpFawvERVSdGaE+2sgwA6qb6154a1dXnQbU4/8716ufyxPK6wvku1SmVlSe1RW1pXwp1RsVVE9erYotSp1SRjo+KijNuxjjjRkREREREFOY440ZERERERCHFGTdjnHEjIiIiIiIKc5xxIyIiIiKikJLeYaZCnHEjIiIiIiIKc5xxIyIiIiKikPJyxs0QB24m0G3qkLmwqrtcNwiVr2QU7l4KlW9Vh8AWQ8gLdepSWHanHPrXYlf3ndRWr10dhldKB2CJiFaXRddSlgHydnoiqivLNI86VLVWraa6PW71cgCgC9uiW9THnSVaXScM6lQyOCatNeooy/SCfPVqo9TbKKUK0ByRYnvqCOkJ7LXUx4GtUXOhPerjI+7seWVZRM1UZRkAVGtQW1lW/eo2yjLdq74O1MtQhw/PPyeHOndUV++TOu3U/SOxCWkNCjIuKsuskcK1F0BMozhlmV1IXZCbdkFZ5nUJ6VaktBcAbFFCygihD3QhtYNZpO30OP1LZSPt54ha6msoAFQ/ma4sq3GZusyTr76mSSH/Gz6/Tllme+5BZRkARNVSX3+cOer2RMerQ8jX76o+16VzEpDTUEjtiW2s3if1O12tLMsTriFS3wBAzRT1tan2lervkbh2VyrLPC71NsacOiu2xyGkDanbprGyrPpl9ZRlUroaZ5Y6/QBVTXxUkoiIiIiIKMxxxo2IiIiIiEJK1/mopBHOuBEREREREYU5zrgREREREVFIMR2AMc64ERERERERhTnOuBERERERUUgxHYAxDtzMYFeHt5VC02tSOgB/UwUYLCvVKVapqU8uzSWEc3erywqXLVAXCuHMxXVKZUJ6As0ph+HVPHLoceVybqe6zKVuj+406DtpP0upHfKy1HUWyOkblPVZhfoAeDLPCXUKx0+u+tySwu97zqWI7ck5o25PlBTuPVIIuy30uVRftkE4aq9wHkTVPaVeTtiOi8fVKQhyz8rHQESs+jyxx6rDmUsyjqr3V0Gm+hphdRgcd/nqZW1SOoAUdfoGj8ujLNMs0tUHsEWpw7Jb7eqvZ68J6QCkdBEA4HWqt1PqA4ktUr2NDoNj5+JJdYqGrJPqlBHuPPV5EFlLHbZeCvkf/+xKZRkA7G/ZWVmWJ/Rrjdrq6110g5+VZWk/nBTbk3pAnS4h260+DuKFa4E9+n+VZXnn1NeI9J/k613mefX3QUGW+nyWzhHpWigdOwCQ/j/q9kppOqSUCBYhHUBBlrrPT+8+oywDgLZiKVVUHLgREREREVFIlWeOoqqotAO3kydPonfv3mjevDk0TYPH40FMTAxmzZqFli1b4osvvsDq1auRnZ0Nr9eLm266CY8++ijsdjuefPJJdOrUCYMHDw71ZhAREREREVXegRsAxMfHIykpyffvN998E1OnTsXjjz+OWbNmYe3atWjWrBmcTieeeOIJLFiwAM8880wIW0xEREREVPUwj5uxKhVVskuXLjh27BhWrVqFhIQENGvWDADgcDjw9NNPo1u3biFuIRERERERUWmVesatOK/Xiy1btqB9+/bYs2cPrr322hLlcXFx6N69e2gaR0RERERUhTGqpLFKPXBLS0vDgAEDAABOpxMtWrTAnDlz0K9fPzEyGxERERERUTip1AO3S99xK9KmTRvs378fLVq08H2WlpaG2bNn48UXXyx/xV4hfLi0nBRORxhoimkEAMDjUi8rhOeX2iqlNYCU8kAIvw8Aen62elmbOnQ2vP6Fo5ZC4Xty1GUAYIlSh4K3SGkWhJQHnovqENe6W70fAcDiEtIM2IVQ+X6G5pcYpgO4kOZXnVqElA5AfXwUpMkhp3NOqcNje53q89kaqe5XTQjxLIXfzzwpH3dS6PWoOrHq5YTtyPhNHao6zyAdgD1a3e/2aDkNg8qFXzKUZVIIcKtdPu5c+eo+cAjbcfG0+rrkcfl/E9AuhMO3ONTHj+7x7660v8sBct9JqQIktij19kfEyulWsoTzJF04ZqVw93XT1GHro2qprz1SuH8A6Pm/O5Vlc2u1UZbVE/q8xgF16g8p3D8A7MtQX2OzhP65XNjPEfvV17SctFxl2ZGz6jIAOC30wVVH/Tv3PMJ2XDwjpwHaL6QjwT7191reBf++S1056u/9/0lRX5cA4Fa/agwtnTNuhqrUO25Fxo4di8TERPzyyy8AgLy8PMydOxfx8fGwWKpklxARERERURir1DNuKjfddBMmT56MyZMnw+12w+VyoWfPnnjkkUd8/2fGjBmYPXu2798vvvgibrrpphC0loiIiIiocuOMm7FKO3Br3LgxkpOTleV9+/ZF3759yyybP38+5s+fb1bTiIiIiIiI/pBKO3AjIiIiIqKKwcs8bob4QhcREREREVGY48CNiIiIiIgozPFRSSIiIiIiCikGJzHGgZsJNLc6n5aU/0wT8r+hHM/9ah51e2CQG0y5TjGPmzoDnOaSc0J5pbxhQq42MT+eRZ3bSapPd8p5V3RhvbCp83vpeeo8MVKdukveV7qU507Yz1LeNKM+UC5nVC70gVdoq/iIgHB8uHLk486drz5HXLnqPnDnCDnnhDxuTiE3j5S3BwDceerrhEtoj5SPTqpTaqsRV46Q80jgzBbaI5RZrMI1FMa5wVSk/pHym1ms4pUJukedh8rqEq5bfudxE/JLGqxTyh/ocfqXT0vaDs0i9510HEi52qSyKGF/SedBnkEeOylX29MXDijLlsa1U5a5/Nx+AMgRjgNp2Txhf4nXkFz/2yrvS3V7pONDOpbL03c5bvV6q/l5HZWOO6O2UuXEgRsREREREYUUZ9yM8R03IiIiIiKiMMcZNyIiIiIiCikvZ9wMccaNiIiIiIgozHHGjYiIiIiIQkpnAm5DnHEjIiIiIiIKc5xxM4NHHb5VDKOvq0O7akKZtBwgpxkQUxCIK1Vvh5TyQPcahK8VQrrrHiGVgp/rDAlLCO6XSKkLTKAZbaPQHs0i7C9pvdI6hdD8hXWqy6129WXS4lCXyeuUyuR9ZXGoy62R6jQUUntskertkMoAwB6tTkNhj1aH35euBY4Y9Tql5Yz6LiJW3T+2KPV2SmkEpOWMQtpbhX0prdcodL8/vEKYcwDwCiH/pfDqEunYMkrd4HGp21NXaE+MTX0e1BKO5ej4asqyGrUjlWUAUE9IGSGF/H/k7I/KskP3DFSW1UlTp1sxak+0Vd2v9SPVx2tMwxhlmSakWWjk57EDAI2Ec6S60B6PQfoGSUNh2Tp1o5VlUv9IpLQPjS7IaW4qIoOfswTOuBEREREREYU9zrgREREREVFIMaqkMc64ERERERERhTnOuBERERERUUjpnHEzxBk3IiIiIiKiMMcZNyIiIiIiCinOuBnjwM0MUsh/MSy7ukyXYqRK9QHQrVKIcOEQkML6S8tJYdkj1OFyAUCLrK6u06YO1eyxCeGYhe3QquUqy6yuAvU6Aeh2dbhqr10dOlpKwWCtqW6PUVoD3RGlLhT2l612A2WZJqS2ENticEzaci6ol3UJ6TSi1MePJhwflpiaYnsiaqqPO3udOHVZo+bqlQrnQaN8p7Is9rJU9ToBRDdStyfm6rbKMt2t7lcpxH5BxkWxPY7q6n1S+5orxGVVouv/qixzXlSHOrfY1ccAAMQIfWePVp8/uWnq49XrEtKtGKTFsEWpr81SagfdIHS/P4zW6RG20+v0L62MtP3ScQUAOWfOKcsuHlefQ24hFH5UHXXI9vpd2yjLohv8rCwDgBoHTinLpHDvUsj/1v/coiyr/uS9Ynuq7zutLHPmqNtTq1lNZVnDrq2VZXlpGcqymgfVfQMAl6eqz/e41nWUZXWEa490LOecShfbE/uT+tiqd20jZVn1y+qJ61VxZql/E0TW+sWvdVLFxoEbERERERGFlFfnjJuRSjtwO3nyJHr37o3mzZtD0zR4PB7ExMRg1qxZeOWVV9CpUycMHjzY9//fe+89fPfdd7j77rvxzDPPAABSUlJQrVo11KhRw/d/rNbgJjImIiIiIiKqtAM3AIiPj0dSUpLv32+++SamTp2K1q3VU/pt27b1LfPkk0+WGuAREREREREFW5WKKtmlSxccO3Ys1M0gIiIiIqJidK8etD8VVZUZuHm9XmzZsgXt27cPdVOIiIiIiKiC03UdixcvRpcuXdCpUycsXLgQXiHg1+nTpzFu3Dhce+216NWrF7Zt2/aH6qvUj0qmpaVhwIABAACn04kWLVpgzpw5WLZsWan/q+s6NE0LdhOJiIiIiKq8ijgT9uqrr+KDDz5AYmIi3G43pkyZgjp16mDMmDGl/q/b7cb48ePRuHFjbN68Gd999x2mTp2KK6+8Ei1btvxd9VXqgdul77gVqVGjBrKyskp8du7cOdSsWTMg9Uph4qWw7JBC/peD5laHHpfaI4Z097fMJJrUd0KZ5hFCeQth+wEAHiFQjVVY1qPeH2L4faP2uIV0ElahD9zqtAe6QUoE5ToNwqB7ctQh5nXheLUIKRF0Ify+N1cOaS+FvLc41OeIJVMdklxKB5B3LtOvMqP2RF1IUy8opAPIE8Ld555Th+MGgIicfGVZZJ1YZZkUfj5bCMldkKU+Jq0OOXiU7lEfP/6mA/DkC+krrPLNQItdSNMhhMr3Nx2AtJzXYJ1S2gOPUzgvhR9itkj19jti1SlVAODiSfU+yTqpPp/deertiKyVrW6PkJ4g7YeTyjIASD2gPp6z3ep+r5OmPvekkP+N5r8qtmdXU/WTR1J7GgvnniNanYojRwjpn/7TWWUZAJzNVn8fSKkddI/6uHMJy2WfVh8DAJDy83mxXKUgQ71eqa3OHPX2n9knp46h4Hj99dcxadIkdOjQAQAwefJkvPjii2UO3L744gukpKRg/fr1iImJQbNmzfDll19i7969v3vgVmUelSyua9eueP/995GdXXgiZWVl4YMPPkC3bt1C3DIiIiIioqrH69WD9icQUlNTkZKSgo4dO/o+a9++PU6dOoW0tNI3Ur/77jt07doVMTH/zRm5cuVKDB8+/HfXWaln3FT+8pe/4Oeff8add94JTdPg9XoxfPhw/PnPfw5104iIiIiIyEROpxNOZ8kZTYfDAYdD/bTDpdLTC2fT4+PjfZ/FxcUBAM6cOVPicwA4ceIEGjVqhMWLFyMpKQm1atXCpEmTcPPNN//uOivtwK1x48ZITk5Wlo8dOxZjx44V1zF//vxAN4uIiIiIiC6hBzEB9+rVq5GYmFjis4SEBEycOLHEZ/n5+UhNLfux1NzcXAAoMdgr+vulg8Ki/79582b07dsXL730Enbu3IlJkyZh48aNaNu27e9qd6UduBEREREREV1q/PjxuPfeku+KljXb9sMPP2DUqFFlrmPKlCkACgdpERERvr8DQFRU6femrVYratasiZkzZ8JiseCaa67Brl278Pbbb3PgRkREREREFUMwo0r+3sciO3fujMOHD5dZlpqaikWLFiE9PR2NGzcG8N/HJ+vWrVvq/8fHx0PTNFiKBXC74oorlOsvS5UMTkJEREREROSvevXqoWHDhti9e7fvs927d6Nhw4al3m8DgGuvvRY///wzPMUiHB89ehSNGjX63XVyxs0MQuI9aP6FrZfWKYbCBwApxLwUml5eq5qQDkBz5snLFqjDBlts6nDDui3SsFllyleHjfbmyWHQtQh1nRapz4Xw+14/w+QDgCVKHa5as6nvKnkuqsNq6051qPfy8FxQh8eGsJ1eh7CfhW0sOH1KbM/F4+qwyu58dXtihbQHmpAOIOtYirIs8zc5HYAUlj2iZoyyTFru/BF1WoPcs7lieyJi1elPbJH+hbQ//7P6mMy7oD4mrQ75XmRBpvrcs8eo2yqFCPe41KHwjUjh8KXUBlLofim0uMRoOSmEuldIByCxRam33y6ElwfkkP9p59XfM9lu9XbWFcLWS+HupXD/ALAvQ33M5gj7sp7Q59X3nVaWSeH+AWDAb7uVZVNjrlaWZbrUbXUIoelzUtXXkAOZ8ndMaoG6D5zC7Ix0PEvnbPpZ+TfKASkdiZDaIF+4bkkKstTfP/vOyW3t51eNoRWoaI/BdOedd2Lx4sWoX78+AGDJkiW47777fOXnz59HREQEoqOj0b9/f6xYsQKzZs3CmDFj8PXXX+Orr77C22+//bvr48CNiIiIiIjoDxozZgzOnTuHhIQEWK1WDBkyBKNHj/aVDxkyBIMGDcLEiRMRExODV199FTNnzkT//v3RsGFDvPDCC7jmmmt+d30cuBERERERUUjpXv+fYAgVq9WKadOmYdq0aWWWXxrh/sorr8Q///lPv+vjO25ERERERERhjjNuREREREQUUhVxxi3YOONGREREREQU5jjjRkREREREIcUZN2OccSMiIiIiIgpznHEzgZRXTRfKNI86XwnKcRdCk3K1udQ5SaR8bH63xSXnHRFzp9nVeXQ0KY2b0HdSfd58OY+bRdonQg4vXaozN0u9nEvIDWdAs6hzyIi540zK46bnqLfT61Zvp0XoA004PpxZ8r50XlTnGbJFqvOUuYTlJAVCLiCpDADyL0jbqW6PR8hHJ7dHzh8oyb+g7nddyNcj5WqT2mqxytknHdFCPkMhR5VUp5TfzKg97jxhWSGPm5QDTyLltvIa5HGTcl/5m8dNXKdBewouqo9LKd9YnrDeKGF/OXPU155st7w/soRyadloq7qsPO2RcrUtzP5JXVa7rV/tyXGr93O+Qd4uaX9JOfmk81I67/IMzi2pXOr3akL/SKS2SjkAKyrdwxk3I5xxIyIiIiIiCnMcuBEREREREYU5PipJREREREQhxeAkxjjjRkREREREFOY440ZERERERCHFGTdjnHEjIiIiIiIKc5xxM4NHCFkupAOQwtaLy0llADS3kA7AK6Qg8JeQRkAXQr0DEPtA9wj3GYzW60d9RikYpDtDWhW4a6RZynHfR0iXoFmEfhVC/ovrtMptlbbF4lBfJi12/y6hVru6PqtdvR0AYItS12mLUoe7F9cZKaxTKAPkEPsRsVHKMq8Qyjoi1r/tsDrk/Syt1x4jpAoQwt3b/QyFD8j70iqkA/CXlA7AiNQHUplE2v7IWHUaDiOXnVKnOJHCudeorq4ztnF1ZVn8WTnNzeVC/0jh7utHqo+BWs1qKssaG6QUkdIlSCH/p57fryz7cVA/ZZkjVZ0WxHlCnRoGAKKFa3dz4ZyV+kcKsW9LyRbbI+2vRg3Vx4h0/EikdCwtC0z4/RZinHEzxhk3IiIiIiKiMFcpZ9yefvppHDhwAC6XC8ePH0fz5s0BAMOGDcP+/fsxf/583/89efIkRo0aheTkZN9nb7/9NmbMmIFPPvkETZo0CXr7iYiIiIiqEs64GauUM25z585FUlIS1qxZg/j4eCQlJSEpKQlRUerHdorbtGkTevXqhY0bN5rcUiIiIiIiImOVcuBWHkePHsWpU6fw8MMPY9OmTXA61c8XExERERFR+eleT9D+VFSV8lFJSXJyMgYMGOD7t8tVMqjFu+++i969e6N58+aoV68ePvnkE/Tv3z/YzSQiIiIiIvKpcgO3Hj16lPmOGwC43W5s3boViYmJAIB+/fph/fr1HLgREREREZnIW4FnwoKlyg3cJJ9//jkyMjLw+OOPAygcyKWlpeHIkSO48sorf/d6pND9um7C06lC+H0A0K3CbtaF8NCa5t86hfZoFvmQszgihTrVoX91u3+ho7WIaGWZzSWHeNbt6ncmdYe6TErBYHPWFiqU0z5I7YEQ7t5es656OSG1hRR+34ilRh11oVe9nVpkNXWZXX18VBeOKwCwRaqPn4j4OPVyDa9Qt0fon3oZ6nDl0Q3OKssAIKaRuj3Vr2mjLNOd+coyT776kfC8c5lieyJqqcNc17lG3T+6EJbdEas+L9056vNSSt0AANXqq487e7T6GMlLy1CWeVzq89likDLDGqk+ZqVtkfpOSn0hLWfEK2yn1+lfWHJp+x2x6nMdAGqeUp8n2afOKcuc2eprWrU49TW0fqerlWX26P9VlgFAxP5UZZkrR92emIYxyrKGXVsryxzRQtoUAI596vY4hfZIIf/bbf5QWXZyyt+UZZE/qdsCAA1Sc5Vlda9RXwvrXNVYWSYdr9nCcQUAET+pyxvc0EBZFtNI+J4VOC+qt1+zqn+jUeXFd9yK2bRpEyZMmIDk5GQkJyfjyy+/RI8ePbB+/fpQN42IiIiIqNLiO27GOHD7f2fPnsV//vMfDB8+vMTn9913H5KSkpCXJ8++EBERERERmaVSPyrZuHHjEvnZBg8ejMGDByv/z759+0qto0OHDti1a5ep7SQiIiIiqsoq8kxYsHDGjYiIiIiIKMxV6hk3IiIiIiIKf7qHM25GOONGREREREQU5jjjZgLdqg7Fq9vU4Y+lMOhSKHjdIB2AGILfog4DLoX1F+s0aI+/dJsQ4lhKFSClJ5D61ahBQnuk1AUiYV9JbS2s078UDX7XWY79LIXKl/pds/qfgsBv0nkpkJ7Vl8KyG91xlMKywy2cz0KZFNJerA+AJ79AKFPXKfWBtE5XjrrMYthWoX8ELiEFgVH/SKzCsla7+rz0+nlMSoxSBYj72c90ALYo9XXSqF/zhTQV2ak5yjJ3nn9tldJi5J1T1wcAOWnqkO7OXHX4fSncu5SiIkfY/sJydXty3Orrj0NYrxTyv/Gi15Rlv97QTVkGAJnn1WlMok5nK8uq1bmgLHML14GLKep1AkC2UGd2A3WaF4uQpkNSkKW+9hi1lSonDtyIiIiIiCikGJzEGB+VJCIiIiIiCnOccSMiIiIiopDijJsxzrgRERERERGFOc64ERERERFRSHHGzRhn3IiIiIiIiMIcZ9zM4G+ofKHIIBK8TFrYzzLNz23UpHDlADSPUO5vW6X6nOpQu7pLHf4aADRvhLLMIoTr1jzq8M96vjq8r9GdKItXCHMt7BNvdoa6Tre6reXhuZCmrlPoO2+OOtyyZlenZ3CfOyO2J+fMOXWdQnj+ahGR4npVsk+lK8sunlKHsQbk/omqm6Isk0LhZx0/qyzLPasOHQ4AkbHqcN2O6tHKMin8fOZv6j4oyFKfl1L4dABw56mPZ3u0+nzOTVOfl6589XlnscjtsTrU6S0sQplR6H71cupkG16hDAA8LvV54HFKqS/U67VFqX+CRMSq9wcAZJ3IUpZl/qYuyxf6rvo59fdBVC31uZ7+k/r8AYAjwjmU7Va3p5HQ5zUPnvK7PQcy1edsvle9v5xCn0f+lKosk0L+37jna2UZACys3VZZZj1yXlkmXQvcwjl7UQj3DwAHheuP/bD6e8SZI6VGEfo8R33N+tkg7cOtYml4kr7fqBBn3IiIiIiIiMIcZ9yIiIiIiCik+I6bMc64ERERERERhTnOuBERERERUUhxxs0YZ9yIiIiIiIjCHGfciIiIiIgopLyccTPEgVuwSSHtpRDyUqh3XQ7jLIXYNwrPH2iaSx1uGQD0fCG8rc2hXq8Qml/qc2+OOryx7lSHTAYAzaEOD22JUodB9+apt1HPV4eN1g32laVAaK9FHVpcTAfg8vP4MLj4ei6ow+FLy2pS+H3h+MhLk0PsG5Wr2KOj/FouNy1TWZZtEI7aIoS5ltIaSOkApDpzz8npAFxCuOqoOHV7pJD2WSfV52VBlno7rA7/HyKxR6rPn+w0dR94hVD4RqSQ//ZI9dez1990AEKod6N0ANJ2SqkCpPVK2+jKllORZKeoj9nUfPWy2W51e+oK/VNTqC/zvPxdcVoIPy+lA5BcLoSCP5stX7dTC9TtyRP2V7RVfX41SFWfI1L/SOH+AWDq+f3KslcbXK8si0lT94/Hqe7z9Fz5uJP6LiNDvZ1Wu/pcl0jpT86W49pDFRcHbkREREREFFK6kDeVCvEdNyIiIiIiojBXKWfcPvroI6xZswZutxu6rmPAgAG44oorsGzZMgDA8ePHERcXh2rVqiEuLg7r1q0DALz99tt466234HQ64XQ60bVrVzzxxBOIiYkJ5eYQEREREVVqjCpprNIN3FJTU7FgwQK89957qFWrFnJycjBy5Eg8+OCDSEpKAgCMHDkSCQkJ6Ny5s2+5l19+GZ988glWrVqFBg0awOPxYMGCBZg+fTpeeOGFUG0OERERERFR5XtU8sKFC3C5XMjNLXxRNjo6GvPnz0eLFi2UyzidTqxevRpz5sxBgwYNAABWqxWTJ0/G1VdfHZR2ExERERERqVS6GbfWrVujZ8+euOWWW3DVVVehc+fO6N+/P5o2bapc5siRI7BarWjVqlWJzx0OB8aNG2d2k4mIiIiIqjQ+Kmms0s24AcCsWbOQnJyMO++8E6dPn8bw4cOxfft25f/XdR2a9t8Q24cPH8aAAQMwYMAA3HjjjUhJSQlGs4mIiIiIiMpU6WbcPv/8c+Tm5qJv37644447cMcdd+Dtt9/G5s2b0adPnzKXadasGZxOJ3799VdcccUVaNWqle99uB49esDzR8OTetR5QDQxj5uQv0rM4ybngdFc6jwgUo43v2nq+wFGudF0KReZGWFi3ep9ZZjHTciNpgvrlfL1ibnahOUA+U6VOvOXAenul7D9YhkAWPy8ZySsVxPWabHLlzpNyE8kLWtx+HcJtQr5u2xR8jptQu4re7SQW1DYRnuMXVkW4RJyJAKIiFWXO6pXU5bpwvEcWUu9HdK+kvKCAUC1OHV7jJZV8bj8y8MFyPuyPDnp/KEb5HHzCDmjvEL+M4nU59JxBQAWoX8sJy8qy9x56u/SanHqvIy1r6yjLJNybQHAVUfVx4iUV66RcC2Ia61uj1vIGwcATmF/Se1pHqPOlVn3mjhlWZSQJ9J65LyyDJBztd2bsldZdvhvg5Vl0jEQIeSQBADrCXV545bqfRLbpLqyTMp16BJy8rXZfUZZVlFxxs1YpZtxi4yMxAsvvIBTp04BKJxNO3LkSKnHIIuLiorChAkT8OSTT+L06dO+z3fu3ImMjAxYrf4lTiQiIiIiIgqESjfj1qVLFzz44IMYP348XK7CWY9u3bph4sSJ4nLjxo1D3bp18cgjj6CgoAAulwtNmjTBihUrfAFLiIiIiIgo8DjjZqzSDdwAYNCgQRg0aJCy/I033ijz84EDB2LgwIEmtYqIiIiIiMg/lXLgRkREREREFYdz7yuhbkLYq3TvuBEREREREVU2HLgRERERERGFOT4qaQIpdL8uhMoXUwWIFRqMvzUhGLwUul9ar1imrk+LUIfjNqI51CHCdZu6TGKxqcOga1HRcnuEbdFt6lDWWpT65VtbtDpksBQ+HQAQIbRX2F+26jnqOqW0BkYh/wVGfausMlJYTkgHYFSb1LfVGtRTltkaXm6w5rLVueacsiyiZrq4bEyjuuqylurouVJ6i7ppGcqyggx1aHUAiKipPmbrXHOFuj1Cn0upHVw56u2wGqRnqFZfHa5bSqWQf04dAtydrw7XLaUuAABbpDq8ulEKi0DTPfL1xetSf695hDKJtP1SKgkAiKyjPk+qxV1QlvmbDiCu3ZXKMq9B30mc2eprbPWGMcoy8dwySO0glbuEVAK1mtVUt+eqxsqyanXU+0OzyslqYtLU309SyP9Wr72nLDsz8wFlWUSs+pg0Ene1cG0WrtvStdCZpd7+giwT0jlR2OOMGxERERERUZjjwI2IiIiIiCjMceBGREREREQU5jhwIyIiIiIiCnMcuBEREREREYU5DtyIiIiIiIjCHNMBmEC3CN0qhFDXpbD9uhze129C2G2/0wGI2y/fK9Ck9ARWdeh+3e5fOgCxLdJ2ANDt6pD/YnoCj38hfI3SRXiF9oj7S1ivJvS5v+sEDML6e9XpErQIdb9qUmoHIZUEANgihfQNdv/Xq2IRwtZbHEKfGywr9YHUr1Yh9LxUBsgh743C4atIfWApR/h9M9rq73KAQQh+YVcahe73qy0G6UakOv1tj7ScUYoBqb1ep/pY97iEMnE5ddh+KVWC8Xr9bY+6Timkv1GdUroEqczrFJYTzlm3UVud6v0stUcK+V9/5kvKskP3DPS7PZ589THiEfrAKxzL0nJG+5kqJ864ERERERERhTkO3IiIiIiIiMIcB25ERERERERhjgM3IiIiIiKiMMeBGxERERERUZjjwI2IiIiIiCjMMR2AGaSQ/1ahy4WQsEah4CW6LtQprdfPdABSGgEh4YHhsn7zt++MlvOoQyrDog7Tq3mEMq8Q3tejDjUMGKQvEFJNaK48ZZnuFuoUjnMj3vwcoVDdr9LRoQvt8eZeFNvjzFK3xxatDvlvyRHWK2xHwYVsoUxuq72auj3R2RnKMr0gX11nhrrO3HPCvgIQKYR0zz+XqW6PsFxe2gVlmTNHfUxa7QbpAIR0JO7oKGVZrtAeo1DwEouQasEW5VCWmRF+32uwTmk7pbD1EluUOueBXTjvACA7RX1sXUxRn19SCHlpO2JOnVWWZZ2Uz9mLZ9TnULbbv32Zcypdvc7T6u0HgPSz6mt+nnAc2IR+zRb6R9ofF43amqs+3yNOZqnLYtXnjxTyv/U/t4jtSWraXlkWLbTHXwVZBcoyo/1MlRNn3IiIiIiIiMJcpZpxO3nyJHr27InBgwdj3rx5vs/Pnj2Lm266Ca1atfIlOjx+/Dji4uJQrVo1xMXFYd26dQCAt99+G2+99RacTiecTie6du2KJ554AjExMSHZJiIiIiIioko1cAOAWrVq4auvvoLL5YLdXvgYxvbt21GzZk306NEDEydOBACMHDkSCQkJ6Ny5s2/Zl19+GZ988glWrVqFBg0awOPxYMGCBZg+fTpeeOGFkGwPERERERFRpXtUslq1arj++uvxzTff+D776KOP0KtXL3E5p9OJ1atXY86cOWjQoAEAwGq1YvLkybj66qtNbTMREREREZGk0g3cAKBPnz7Yvn07AODUqVOIjIxEXFycuMyRI0dgtVrRqlWrEp87HA6MGzfOtLYSEREREREZqZQDt7/+9a/4z3/+A6fTiW3btqFv376Gy+i6Dq1Y5L3Dhw9jwIABGDBgAG688UakpKSY2WQiIiIiIiKlSveOGwBERUWhQ4cO+Oabb7Bjxw6sXbsW//jHP8RlmjVrBqfTiV9//RVXXHEFWrVqhaSkJABAjx494JFCv1/KzzD6gDlh66UQ82L4eT9JIf81pzoMMQDoBbnqZW3q0NGaFCpf6B89Tx3G2SuETwcALUIIEx8Zra7TqV6vJ0cIJyykiwAALVIO266sUwiVL4WQ16xC2guD88WbkebXspYodb9K6Qlyj58Q23PxRKqyzJ3vVJbVEMLL68L+yjqmvhFkFFpcCsvuiK2mLHPlqPfl+SPnlGW5Z9XnJABExEYoy6wO9VeMx6nejrOH1O1xCekANKuccKT6BXUf2KLUbc0Vwqe78/2/hlrt6mNWao9R6H4V3aP7VQYAHpf6vPQ7HUCkehsdMepw7gCQJYRe9zfcfe009TXUEa1uT/r/qEPhA8D+THVI9xyhPQ2Ffo39SX3NSvn5vNieA0KIeal/8oRjJOIndR9IYesPCm0BgNQC9fllPeFf+H2PU72NUrh/ABjw225l2Y7mnZRlBVnq7xGJlA7gQKb8G6W/XzVSuKuUM24A0LdvX6xevRrx8fGoXr264f+PiorChAkT8OSTT+L06dO+z3fu3ImMjAxYhR+pREREREREZqqUM24AcNNNN+HJJ5/E6NGjf/cy48aNQ926dfHII4+goKAALpcLTZo0wYoVK3wBS4iIiIiIiIKtUg3cGjdujOTkZACFQUV27drlKytKA1DkjTfeKHMdAwcOxMCBA01rIxERERER0R9VaR+VJCIiIiIiqiw4cCMiIiIiIgpzHLgRERERERGFuUr1jlvYEELTa1Lofq869K8Ytt8oHYAQgl/z+BeiVq5QCJEuhN8HAG+eOhyz5lCH39fsQjoAP+uTwvYDBnc9hND0Uoh93S1sh3B8AIDmVqdLkNpjtF4Vo5D//pLSDIjbIZRZHULfALDY1eW2SHUYcM0mlAn12aPVx7ItUk6ZIS1rj45St8eqPmIjYtXbYRR6PlJIBxBRUx3RVxfWG1NPHT48XwiPbXXI0X9jGqrbI+1nab1SKHypzwHAaleX26LkYzbQpP0ByNupe+VUAipiOgAhtQUgH7MRQkoNd576uzQqTn3+1G3TWFlm1HfYp05/kuNW92uduur0J/WubSTXKbBKofvd6m1pJJw/DW5QB3DLbqDeH/bD6tQfAJCRof6+bNyyjrIs7uq6yjJPvvp7NlpIMwHIIf9vPvqdsuzEYyOVZdI11pWjvt4ZpfCgyokzbkRERERERGGOAzciIiIiIqIwx4EbERERERFRmOPAjYiIiIiIKMxx4EZERERERBTmOHAjIiIiIiIKcxy4ERERERERhTnmcTOBlKtN19VjZTHHW3kIedX8LdP9XE7KxQbIdxLEZW3qXFJifWK+NTmfliVKnWNHd6jLLBHq3HlahLCNRnncotQ5dsR94m+d5cgN5xHypkkskep+hU29zgiDnHzV89W5cqrVi1NX2fBycb3K+i47oSwzyv1VvUk9ZVlk4ybKMikvYY0r1HmmImvJuRelXG01mqtzTele9fXOLe2PHPV2WB3yV1q1+uq8T1J+vIia6txOHpeQY9OAlDvOYg/u17NRLjKvsJ2GecwUrML2G+Vxk3IvSnn35Dxu6jqrX6Y+7/LOZSrLACDvgvqYrZajzikW0zDGr/YUZKjzIAJAvp/tiW2sPtdjGqnzplmEa5ozR84la7Wr92VsE//a48n3P39tQZZ6WSlXW5O/v6EsO7fwEWWZ82Kusiy2sXxtpsqJM25ERERERERhjgM3IiIiIiKiMMeBGxERERERUZjjwI2IiIiIiCjMceBGREREREQU5jhwIyIiIiIiCnNMBxBsmqYs0i3C7hBSBRilEdBtfqYZENoKi5+pAvQouUopPL9VHTpaCgUv1ieVGaxTt6nDh+t2IT2B0K9Se6RjoLA9Qp3C/hKPH486NLSYDsCApUAdjloXUgmIqQts6uPDKA2FLVLdd1KdRutVkcKgW4W2GC3rb3uksPQeoQwArELYeosQnl8KIS/tDyksvVEIfSldgLSslKLB4hHOLYPUDppwXkpt9foZfr88NK9wzQ9Be4JNPAYM9nOw6R491E343crTVq+wrJRuxCuUlYd0Xkoh/+tMXaosS5l+fzlaRJVReF1tiIiIiIiIqJQqMePWqlUrHD58GE8//TQOHDgAl8uF48ePo3nz5gCAYcOG4e6770ZGRgb+/ve/4z//+Q/sdjusVivuvfdeDB48OMRbQEREREREVVmVGLgVmTt3LgDg5MmTGDVqFJKSknxlTqcTo0ePRvfu3bF9+3bYbDakpKRg7NixiIuLw0033RSqZhMRERERURVXpQZukh07dsBiseCRRx7xfdagQQM899xzcLmE93yIiIiIiIhMxoHb/9uzZw86d+5c6vP27duHoDVERERERET/xYGbwqpVq/DRRx/B5XKhWbNmSExMDHWTiIiIiIioiuLA7f+1adMGGzZs8P17woQJmDBhAnbu3PmHB21SWH+pTAzLrgtpBCCHZZdCzIuh+/0sk9ZpmLpAKhTC84upAiRCWGAxND8AWIV+l44Bq9AHUih8g77zN0WDJu1nKeS/mPYhBOHBhb4TyyCHM9c90nr92065PnmdUjh83a1+rFsq8wjr9DjVZUbLeoVlpXDd7vwCocypLLMa9J07T72sFJpfqtPrVPerJl0jILdX6h9/lee4k/azdI74G5bdKJWCOydPWebMVu8Td756O2xR6v3szMpRlhVkqdsCAK4cdXucQplL2A5nVq6wTvV2AEBBlrrcnafuH2k550V1e6T+kba/cFn1tcCV7d/+8gjns1SfYXty1GVS/0gh/xvMXqMsO/an7soyqryYDuD/9e3bFwUFBUhMTITTWXhS5+fn48svv4RF+EInIiIiIiIyG2fc/p/D4cDrr7+OZcuWYfDgwbBarXC73fjTn/6ERYsWhbp5RERERERUhVWJgdvhw4dL/Ltx48ZITk4u9f+qV6+Op59+OljNIiIiIiIi+l34DCAREREREVGY48CNiIiIiIgozHHgRkREREREFOaqxDtuQSeFULcKYeI96jC8Ymh6o9DrQrnmlUN9K1cphZcXltNccqhd3akOG6x51OkAYBVCcgvbr+dnK8u8Bfnq+gBoUdHKMos9Ql2n0Ad6Tpa6PQYh7S1CezThmPRczFC3xy2HlfaX50K6ulBKieCIVJcJ6SLyjx8T25Nx9JSyLFoIOx4jhWwXtuP8wd+UZRdPZqrXCTnMtcWuvr5IIbDP7j+pLMu7IJ8HETWEY93PMPFp+1OUZVJIcqtdvhdZveFFZZktUt13uefUx4AUPt2ILUpdp9WuPmeNQvf7w+MySAfgFPalR53IxSu0Vdr+yFj1cQUAmSfV+zLrlLos261uT61o4TtGcHr3GbH8f1LU3zNSexpdUB93kbV+UZad2ZcqtmefcDznCPurZYHwG8Wq/ua/KGz/z6nq6xkAnBWOuzZCv0vXCZeQEiL7tLqtAHAgU309lM6D2MbqY1Iihfzv+u/P/VonVWyccSMiIiIiIgpzHLgRERERERGFOQ7ciIiIiIiIwhwHbkRERERERGGOAzciIiIiIqIwx4EbERERERFRmNN0XVfHLyUiIiIiIqKQ44wbERERERFRmOPAjYiIiIiIKMxx4EZERERERBTmOHAjIiIiIiIKcxy4ERERERERhTkO3IiIiIiIiMIcB25ERERERERhjgM3IiIiIiKiMMeBGxERERERUZjjwI2IiIiIiCjM2ULdACIiqnhSU1Ph8XhgtVpRr169UDeHqBS3243s7GzUrFkT27dvR0FBASwWC26//fZQNy1gdF2HpmmhbgYAoKCgABEREaFuBlGlxoFbOYX6i6Eq/nh65513MHTo0ICuMzs7GzExMQFdp5HTp0+L5Q0bNqzQ9RV37Ngx7Nu3DwMGDMCzzz6Ln376CdOmTUOHDh1MqzPY/vGPf6BNmza+bXruuedw2WWXYfTo0aFtWIDk5OTg2WefxdVXX40xY8Zg6NChsNlsyMrKwsqVK9GpU6eA1xnKY5YC7/z588jNzUXjxo3x6quvIicnB1arFWPHjoXdbg9oXb/88gvuv/9+jB07FiNGjMDixYvRqVMnHDp0CC6XC3fccUdA6zPy9ddfo1u3bgFf7+DBg7F58+aAr/ePOHr0KNavX4+tW7fiu+++M72+UPzuqYq/tSg8ceBWDqH4YgjFj6ciI0eOLHFnT9M0REZG4sorr8QDDzyA6tWrm1Z3cfPmzQv4wG3kyJG+L7+NGzdi+PDhAV1/We655x5omoaCggKcO3cOTZo0gdVqxW+//YYmTZrg448/rtD1FffMM8/g7rvvxmeffYZjx45h2rRpWLRoETZu3GhKfcnJyWjRooVvuzZv3oxWrVohISEh4D8QAWDt2rX4/PPP0bNnT99nd9xxB+bNmwcApgzefv75Z0ydOhXHjh1Dhw4dMGfOHFN/UCxYsABxcXH429/+BgCoXbs2tmzZgp07d+KVV14x5dpTdMzquu77TNM0pKWlwe124+DBgwGtz+12Y9myZWjSpAmGDh2Kbt264ezZs7BarXj33Xdx1VVXBbS+4o4cOQK3243WrVvj+eefx8WLF2G1WvHkk0+aclMp2PXt27cPkyZNwtSpU9G4cWOsX78et99+O3bt2oWoqKiAnyMLFy7E5MmT0bt3bwBA9erVMW/ePBw/fhxTp04N+sBt0qRJ2LNnT8DXW/zcCCa3241PPvkEb731Fvbs2YMePXpg5cqVptQVit89ofqt9fXXX8PhcKBTp06YNGkSMjIyYLVasWjRIsTFxZlSJ1UsfMetHIq+GEaMGAHgv18ML774It555x1T6izrx1NycjJWrFiBV155xZQ6i7Rs2RJXXnklnnrqKTz11FO4+uqrERsbi3r16uHpp582te7izPiiKr7ODRs2BHz9ZUlOTsZnn32Gjh074o033sAnn3yC7du34+2330arVq0qfH3FFRQUoE+fPvj888/Rr18/dOjQAS6Xy5S61q1bhxUrVqCgoACHDh3CE088gZ49eyI/Px8LFiwwpc6tW7dizZo1aNKkie+za665BitWrMCmTZtMqXPmzJkYMmQI3n33XbRu3do3SDTLt99+iyeffBI2W8n7fZ07d8bJkydNqbPomE1OTkZycjK2bt2KP/3pT6hbty7Wrl0b8PpefPFFHD9+3DcAj4uLw6FDh7B06VJT6ivyxRdfYNy4cUhNTQUAfPnll+jUqRNcLhdeffXVCl8fACxZsgR///vf0b9/fwBAtWrVkJCQgPnz52Pr1q0Br+/XX3/1DdoAwOFwAAAuu+wy5ObmBrw+I2YNsDIzM7Flyxbln0A7deoUlixZgptuuglr165F9+7dER8fj8TERNOeoAjF755Q1Ll582bMnz/fd3Px6NGjSEhIwDXXXIOXX37ZlDqp4uGMWzmE4ovh22+/xccff1zqmfbOnTtj9uzZptRZZO/evXjvvfd8/27dujXuuOMOLFq0yLQfp2Ux43n+4usM9h3MI0eOlPjCa9OmDX799ddKU1+Rzz//HP/617+QkJCAf//736bVk5SUhI0bNyIqKgqLFy9Gjx49MHToUOi6jr59+5pSp9VqRbVq1Up9XqNGDVitVlPqzMrKwt133w0AeOyxx3w/iM3icDhKnCcLFy70/d2MWcxLffPNN5g+fTq6deuGrVu3mjIr9Mknn+D999/3XcuL9OrVC0uXLg14fUWWL1+ONWvWoEWLFgCAyMhIDBo0CD179sTIkSMxceLECl0fAKSnp5e47jRu3BgAULduXXg8noDXd+n3xNtvv60sCwaz6szNzcXOnTuV5QMHDgxofb169cItt9yCN998E1dccQUAYP369QGt41Kh+N0TijpfffVVrF27FvXr1wdQeF3t1KkT2rVrF/CnjKji4sCtHELxxRDKH0/5+fk4c+aM76Jy5swZOJ1OeL1euN3ugNaVmJioLDNrpqZIsL/UGzRogBdeeAH9+vWDruvYsmULLr/88kpTHwA8/fTTWLt2LSZPnoz69evj2WefxcyZM02pS9M0REVFAQB27tyJu+66y/e5Wex2O86dO4c6deqU+Dw9PR1er9e0Ootommb6+W+325Gamup7HLNly5YAgJSUlFIDnUDKzs7GvHnz8J///AezZ8/Gn//8Z9PqcjgcJbZl8uTJvr+bGXQhLy/PN4gCgBtuuAEAEBsbC4sl8A/GBLs+oPQNseLXeDPOkfr162Pfvn247rrrSny+d+9exMfHB7w+AMoZLl3XTRmcAoXveZo9217czJkz8d5772HUqFHo06cP+vXrZ3qdofjdE4o6vV6v7/cVAN/EQGRkZKknHajq4pFQDqH4YgjVjycAeOSRRzBkyBDccMMN8Hg8OHDgAGbOnIkXX3wRN954o6l1Fzd+/PiAr/PYsWMYNWpUqb8Xef311wNeZ5FFixZh2bJlePzxxwEAf/rTn0z9Ig52fQBw3XXXYdasWfjxxx/x6aefYu7cuahbt64pdVmtVmRlZSE7OxsHDx70/dA/ffq0aV9+d911F8aNG4ennnoK7dq1g9frxf79+zFv3jzfo9SBdukPYbNvONx5552YNGkS5s6diyuvvBIA8Ntvv+GJJ57wzfwF2ldffYUZM2agW7dueP/99xEdHW1KPcVdvHjR975uUTCJjIwMU+t0Op0l/v3ss88CKNzHgb4pFor6AKBZs2b4/PPP0b179xKf/+tf/0KzZs0CXt9DDz2EhIQETJgwAZ07d4amadi9ezdWrlyJZcuWBbw+AOLMl1mz/cF+QmTYsGEYNmwYjh49ik2bNuGhhx5CRkYGVq1ahWHDhpW6eRUIofjdE4o6i26EF908eeCBBwAU3qw267ykikfTQ/VmayXw/fff49FHH1V+MbRr1y7gdb799tvYtGlTmT+e7rrrLtOjWZ4/fx67d++GxWLBDTfcgFq1aiErKwuxsbGm1ZmVlQVN00wNfmIUCcvMoC9AYb8ePXoUN9xwAzIzM1G7du1KVd9XX32Fp556Ctdddx28Xi/27NmD2bNn4+abbw54XR999BEWLlwIt9uNHj16YObMmdi+fTuWLl2KCRMmBPzRoSIbN27ESy+9hDNnzgAAmjRpgjFjxpgW6KZNmzYlgpEU/cgoCg/+2WefBbzOl19+GWvWrIHNZoOmaXA6nZgwYQLGjBkT8LqAwsexbTYb4uPjSz3ObMY2rlmzBnv27MHChQt917Ts7GxMnToVXbp0KXVDJ1Aef/xxdOnSpdTjUO+++y52794d8Bsrwa4PAA4fPozRo0dj4MCB6NKlCwBgz549eO+99/DGG2+YMuu/d+9erFy5Env37oWu62jXrh0mTpzom2GsDA4cOIA2bdqErH6Px4N//etf2LRpE7799lvs3bs34HWE4ndPKOqcMWMG4uLiSj2qvGLFCmRmZuKpp54KeJ1U8XDgVk6h+GII9o+nIllZWXj//feRkZFR4i5fQkKCKfVt27bNFywAKHx38OGHHzbtzqWKGekHivvXv/6FefPmwePxYOPGjejXrx+ef/75EhEKK3J9QGHI6hdffNEXvOPEiRN46KGHTAlKABQOYi5cuIDWrVsDKAzGEBkZic6dO5tSX3EXLlyAxWJBjRo1TK3n1KlTYnmjRo1MqdfpdOLo0aPQdR3NmjVDZGSkKfUAwd9Gr9eL5557Dlu2bMGVV14JTdNw5MgRDBo0yDcrZYaUlBTceeedaNeuXYmbgPv27cOGDRsCPjsd7PqKnDhxAuvWrfN9X7Zt2xb3338/mjZtakp9webxeDB//nx069YNf/nLXwAURpOsV68epk2bZspjqNOmTSvx76Jrz4033oiuXbsGvD5JWY+LB0oofvcEu87MzEyMHj0aVqsVnTp1gqZp2LNnDwoKCvD6668HPWURhScO3CqoYP54KjJmzBhERETgqquuKnH324yB244dO7B48WJMmzYNHTt2hMvlwu7du7FgwQJMnjwZvXr1CnidKjfccIMpYZyL3HHHHVi7di3uvfdebNmyBceOHcPEiRPx/vvvV4r6AOD2228vNUi77bbbTKkzVLm/Knset/Hjx2PevHmmz84Wd+m+tFgsiI2NLTMQTCClpaXhxx9/hK7ruOaaa4KSLy4rKwsbNmzAvn37fIOau+66CzVr1jStvo0bN5YYRJlZX7BJ70kD5nxvLVq0CCkpKXjmmWd850l6ejrmzp2Lyy67DI899ljA67w0h5uu6zh37hw++OADDBs2LOCPMffo0UN8LNuMmf4iofjdE+w6XS4XPv300xLnZZ8+fUx/FYYqDr7jVk7B/rH28ssvY9y4cXA4HKbmFCrLmTNn8OGHHwalrrVr12LNmjW47LLLfJ/16NEDl19+OZ544omgDtyCcW+jVq1avr9ffvnlpr+vFOz6GjZsiFdeeQXDhg0DUPhYoVkzQsHO/QWUncdt8ODBmD9/PgBz8ri1bt3at9+KHh0s/vdAb2fbtm0xcOBATJ8+PWjnX1n78sKFC7jqqquwZMkSNGjQwJR6T506hZMnT0LTNNStWzcoA7fY2Fjcf//9QXk0vKi+cePG+f6dm5tr6oC4eN7Bjh07Yvbs2UFPZJyRkYGNGzeiYcOGpgzcvvzyS7z33nslglfUrVsX8+bNw5AhQ0wZuA0aNKjMz4cPH46777474AO3N954A0DhdWb8+PFYs2ZNQNdflrFjx2Lt2rVB/d0Tijrfeust3HXXXejbt2/QnyyiioMDt3IIxY+1bdu2+b5sBw0aVOpum5maN29e4mVdM+Xn55cYtBVp1qwZ8vPzTa+/uGAManbs2AGg8C74m2++adqgJhT1AcDcuXMxe/ZsrFmzBrquo0uXLnjuuedMqSs5ObnEv7Ozs7FgwQJ88803poVx3rp1KzZs2FDih2+bNm2wYsUK3HPPPaZcC8y8s12WhIQE3HrrrZg+fTp27NiB6dOnm/7ozqX7ssi7776LWbNm4aWXXgpofQUFBUhISMDhw4dx3XXXweVyYd26dWjVqhUSExNNjSwZzEfDc3JyMGXKFPTv39+3/sceewyapmHJkiWmDOCK8g526dIFW7Zswbx580xNsXDpwGzHjh2YNWsW7rzzTlMGUEBhYKSyIg5GRUUFJWVGcbGxsaakIin+XeFwOEz/7gCAs2fPml5HONT5zjvv+KIgE6lw4FYOofixVvzOc7Cfcr148SL69OmDli1blpi2NyPiYm5uLlwuV6kvO5fLZUo6gFCmH5g1axbmzp2LM2fO4Oabb0aXLl0wa9asSlMfANSpUwdLly7FhQsXYLPZTJ9NKBKM3F9AaPK4jRw50ndTIS0tzRfJ1szgJC1atMCGDRswefJk9OjRA9WrVze1PpUhQ4bgH//4R8DXu3z5cjRp0gSrVq3yRSB1Op2YPXs2li5diieeeCLgdQKFg4ply5bhqaeeKvVouN1uD/gM5/z589G0adMSwYGWLVuGJUuWYMGCBaZcD4Kdd7BIZmYmnnvuORw4cAAvvPCCaUmiASA6Ohq//fZbqXf2fv31V9PSLKjk5OSYloIg2HJzc7Fr1y7lb56OHTtWijqJfg8O3MohFD/Wis/+BDvf2IQJE4JWV/fu3bFgwQI888wzvs/cbjfmzp1rSiTC4jIzM6Fpmi+qnBnpB4qrXbs2lixZYmodoawPKIx89uSTTyI9PR26rqNp06ZYuHChL4FroAUz9xcQmjxuxWejBg4cqMwhFUhpaWmYM2cOfvnlF6xYsSIojxCqmJHa4YsvvsCmTZtKrNvhcGD69Om4/fbbTRu4BfvR8H379pV6v9ThcGDKlCkYMGBAQOsqEuy8g8B/Z9n69u2LpKQk099Puv/++3Hfffdh4sSJaNeuHXRdx/79+5GYmFgiJ2AglXXeZ2Zm4oMPPlA+RlnRpKenY9myZWUOojRNM+XmcSjq/Pnnn8sMEhaKm2MUvjhwK4dQ/FjLycnBrl274PV6kZubi++//75EuZl3gTp16oSffvoJubm5voSiJ06cMCVU/qOPPooHH3wQN998M9q2bQuPx4P9+/ejVatWpuTgSUhIwIcffohly5bht99+AwA0bdo0KFEst23bhrVr1yIzM7PE52ZdpINdHwBMnz4djz/+OP76178CAD799FNMmzYNGzZsCHhdocj9JeVxMysdQHHBuImzfv16LF26FCNGjMDixYtD+rL8hx9+aEr0Ol3Xy9wuh8Nh6kAj2I+Gq24s2mw207Yz2HkHH330UXz22WeYMGECOnTogP3795coN+O78i9/+YvvEd7nnnsOmqahbdu2mDFjhmm5Ti/NHadpGmrUqIGEhARfZMtAKh7F8vTp06WiWpqRSqJp06am5lINpzqD8c4gVWwcuJVDKJLu1qtXzzdwiY+Px/LlywH8946MmReayZMnY//+/cjIyECzZs1w6NAh3HDDDaaEyo+KisL06dNx7tw53xfuqFGjcNlll2HGjBkB/3LYsWMHli9fHrRHlYpbtGgRFi5cGLTZi2DXV6Ro0AYAvXr1wsqVK02pZ9y4cbDZbPj666/xzTff+D43867lwIED4XQ6MWXKlBJ53MaOHesLyGKmYDw2/dZbb2HdunVBzRlVVgS7ixcv4vLLL8fixYsDXp/D4cDx48dLDaKOHTuGqKiogNdXJNiPhteuXRs//vhjqVyjP/74o2mzUpfOJqSmpqJnz56mnZdnz57Ftddei3//+9/497//DeC/g8U9e/bgwIEDAa0PAI4cOYIlS5bg2LFj6NChA+bMmWP6O+H33XefL+hLMOps06aN70kjs/ObhlKwn2gCCicDgvHOIFVsHLiVw8CBA1FQUIApU6YgJSUFQOEL5WYm3Q1GHiqVPXv24JNPPsFzzz2HUaNGQdd10wJMLF++HK+88gqAwvfPunTpgtWrV2PcuHGm5MgLZRTLpk2bon379kF7ByLY9QFA+/btkZiYiKFDh8JqteLDDz9Es2bNfOHeAzmIDMXjJEXvSN5xxx24cOECNE1DzZo1kZaWhsTERNNyHRYJxo+MS6PlBcMbb7yBlJQUWCwW1KtXDxaLBYcOHULLli1N+YEzduxYPPTQQ3j22WfRrl07uN1u7N69G/Pnz8fjjz8e8PqKBPvR8IcffhgPPvggRowYgWuvvdZ303H9+vWmPUb98ccfm7JelaLoh0VycnKQlJSEDRs2mDYInzFjhi8AS1JSEubPn48XXnjBlLqKzJw5E0OHDkXnzp2RlJRketCXd999N6hB0YDCXHjJyclo0aIFmjRpgo8//hibN29Gq1atkJCQYMp1SdM08d13M67poUykThUH87gFSLCS7l5zzTWoVasWevXqVeajQmb+QBwxYgQ2bNiA1157DXFxcejXrx/uuOMObNq0KeB19ezZE+vXr0daWhqWLl0Kt9uNc+fOYerUqaY8ciK9I2RWvrEin376KV577TV07NixxCNMZu3LYNcHFA6CVSrDs/uhOC+Lz0YVj/Zq1gyGKkG7mTOZ+/btw4MPPohFixb53lN86aWX8M9//hMrV64sNWMUCFu2bMHy5ct9NxUuu+wyPProo+jdu3fA6yqSl5eHBx98ECdOnPA9Gn7gwAG0bNkSy5YtM+Wx1EOHDuGVV17BwYMHfY/0/e1vf0PLli0DXlcoHTp0COvXr8cHH3zgmxW/4447THmEuvh3ha7r6N+/v+kpdIJdZ7CjWQPAunXrsG3bNixYsAButxsjRozA008/jSNHjsDj8ZS44REoV199NWrXrh2S31pEEs64BUB6ejpmz56NkydPYu3atZgxYwZmzJiBuLi4gNf15ZdfYtu2bfj4449x4sQJ9OvXD7169TI9LDdQ+JjmypUr0a1bNyxcuBBA4V1MM0RHRyM+Ph7x8fHYv38/Bg8ejMmTJ5sW9CXYjyoVt2zZMrRp08a0bQt1fYA6rLsZiuc3K86s/GZAaM7LS2cUzHbllVfi0KFD6NWrF/r27RuUtCBLlizBypUrcd111/k+e+CBB9C+fXssWrTIlD6IjY3Fq6++iurVq2Pnzp3YvHkzDh48iJ49e5o24xgVFYVXX30V3333ne8RvlGjRpkaAbF169ZYuHAhnE4nfv31V3g8HtOCBRXVF8zzcsuWLdiwYQNOnz6NPn364NVXX8UjjzyCUaNGBbSe4kIRgCXYdYYigEZSUhI2btyIqKgoLF68GD169MDQoUOh67pp76B/9dVXQb+mh+K7iyoeDtwC4Nlnn0Xfvn2xdu1axMbG4uqrr8bUqVN9j/oFUp06dTBy5EiMHDkSp0+fxrZt2zB27FjEx8fjtttuM/WRvrlz5+KLL75Au3btcOutt+KDDz7AzJkzTamr+GN8derUMS2aW5FQRrEEzHmhO1zqC3aS+kOHDpmyXkkozstgvwuxevVqZGZm4pNPPsHy5ct9P5puvfVW0540yM7OLjFoK9KxY0dkZWUFvL7id/ZTU1Px5JNP+u7sX3p9MEOnTp2C+t7QgQMHMGnSJNSsWRNerxfp6elYvny5KY+jB/u8nDZtGm699VbMnTsXzZs3B2D+I8XBDsASijpDEUBD0zTf4607d+705Tozc1tDcU0PxXcXVTwcuAVAamoqbrvtNqxbtw42mw0TJkzA9u3bTa+3YcOGGD16NK688kqsXr0aTz/9tCkXk/T0dNStWxdZWVm4/vrrcfr0afTs2VP56FQgFL8gm5n0tkhZUSyLP6pkpr/85S947bXX0L179xJ3S80KHhLM+kKRpD7UgnVehkKNGjUwdOhQDB06FOnp6fjoo49w//33o3bt2li1alXA63O73fB6vaXex/R4PKbMhIfizj4Qujvtc+bMwQsvvIBrr70WQOGjqbNnzzbl8fdg++ijj7Bp0ybce++9qFWrFvr162d6XrNgB2AJRZ2hCKBhtVqRlZWF7OxsHDx40PfY9OnTp01JC3KpynxNp4qHA7cAKLqoFH3xHjt2zNTH0DweD77++mts374d//nPf9ChQweMHTvWtHDDzzzzDFavXo177rkHmqb5vhCC9WVU9EUEmPc4RtGjSt9//32JKJZmPqpUZNu2bQCA1157zfeZme99BbO+UCSpD5Vgn5ehlJ+fj127duH7779Heno6WrdubUo9nTt3RmJiIiZNmlTi88TERFPebwvFnX0gdHfac3NzfYM2ALjuuuvgdDpD0pZAa9q0KR577DE88sgj+PLLL/Hee+/h3LlzGD16NO655x5TnqQIdgCWUNQZigAa999/PwYOHAi3240hQ4YgPj4e27dvx9KlS03NL1uVrulUcTA4SQB88803WLRoEU6fPo0OHTpg3759eP7559G9e/eA1/XUU0/h66+/xnXXXYe+ffvir3/9a1BmpIDCL4hbb701KHWdOnVKLK9MIXPPnz+P2rVrl/isrJDkFZH0InuwkkYHQyjPy2ApKCjA559/jm3btmHfvn3o1q0b+vTpg65du5p2oyo7Oxvjx49HWloa2rZtC6/Xi//5n/9B3bp1sWrVqoA/ojl48GD84x//QHZ2Nm655RYkJycjPj4ep0+fxvjx400NUhQKRY+C3XLLLQAKr/H//Oc/g/7+ZLBcuHABSUlJ2Lx5M5KSkkLdHPoDUlNTceHCBd9Noi+++AKRkZGmRdquCtd0qpg4cAuAH3/8EU2aNMEPP/wAj8eDa+vgnNQAAAq1SURBVK+91pTAJEDhIzW1atXy3RW+9E6wmdH5+vXrZ3qErKokJSUFuq7j/vvvx8svv+x7V8Hj8WDcuHH46KOPAl5nsN83GzZsGFatWlVmkvoxY8Zg69atptQbbKE8L4Pl+uuvR82aNdG7d29069atVKRDMxIaA4Wz7N9++y0OHjwIi8VS4vgNtI8++ggLFy6E2+1Gjx49MHPmzBJ39gcOHGhKvaFy7NgxTJkyBcePHwdQmHtw0aJFpgYpIaoIqsI1nSomDtwCoG/fvr7Hz8wWypmoBx54ALGxsbj++utL5MGpbD9mgmXatGnYuXMn0tLSEB8f7/vcZrOhZ8+eAQ/IUvS+2bx589CkSRMAhcEJ5s+fj5tvvtmUwduWLVvw+uuvl5mkfsiQIb5H0Sq6qjBDPHLkyFKfmZ3QOBSCfWc/FH7++ecSSZtnz56NmJiYoEQnJqoIqsI1nSomDtwCICEhAS1atCg1oDHrDnSoTJs2rczPgx0RsbJ56aWX8MADD5hez+23317qfTMAyMzMxD333GPaY2AbN27ESy+9hDNnzgAovKtvZpJ6Co7iCY1TUlLw/fffh7pJ9Dvdfffd6Nu3ry9R9IkTJ0xPFE1EROXH4CQBkJmZid27d2PXrl2+zzRNw+uvvx7CVgVenz59cNNNN5X4LBjRMyu7O++8E2+++SYyMjJKhHYOdIJPq9VaatAGFEYKNDOYzvDhwzF8+PCgJaknc6kSGlPFkZWVhbvvvhtAYUTd/v37h7hFRET0e3DgVg6XPm4yZ86coCSlDbZt27bB6XRi2bJlJaK7ud1uvPTSS+jTp08IW1fxPfbYY4iIiMBVV11lavQ6u92Oc+fOlfm+mdfrNaXOhx9+GC+++CKAwtDN11xzjSn1kPlCkdCYzBGKRNFERFR+HLiVw8yZMzFkyBDf4ybz5s3D0qVLQ92sgMvOzsbevXuRk5ODnTt3+j63Wq2YPHlyCFtWOZw5cyYoQV/uuusujBs3rsz3zUaMGGFKnb/99pvv788884wywiSFv1AkNCZzhCJRNBERlR8HbuVQVR43GTZsGIYNG4avv/4a3bp1C3VzKp3mzZsjNTXV9NnagQMHoqCgAFOmTAnJ+2Z8nbZiC0VCYzJHKBJFExFR+XHgVg5V6XGTr7/+2hf+e9KkScjIyIDVasWiRYtMS31QVVy8eBF9+vRBy5YtS4RYN+MdyWC/b1b8Tj7v6ldsoUhoTOYIRaJoIiIqPw7cyqGqPG6yefNmrFu3DrNnzwYAHD16FDNmzMCXX36Jl19+WRltkn6fCRMmBKWeULxvlp6ejsTExFJ/LxLoACxkPovFgu7du6N79+6+hMbLly/nwK0CYShzIqKKiekAyqFNmzYlHm8retytsj1ucvvtt2PNmjWoX78+gMJH7rZs2YL8/HwMHTrUtDDyVckXX3yBw4cP429/+xu++eYb9OjRI+B1FO03ABg0aFBQ3jcrPlDLzMyEpmmIjY31fcaBGxEREdHvwxm3cqgqj5t4vV7foA0AevfuDQCIjIyEzcZDqLxWrVqFvXv34rfffsOwYcOwbNky/PTTT6YOaoJ1vyYhIQEffvghli1b5gtU0rRpUzz88MPo27dvUNpAREREVBnwV3c5VJXHTZxOJ7xeLywWCwD4kkW7XC643e5QNq1SKAr6MGTIENSsWRPr16/H4MGDAz5wC8X7Zjt27MDy5cvx1FNPoWPHjnC5XNi9ezcWLFgAu92OXr16BaUdRERERBUdB25kqGvXrlixYgUmTpxY4vM1a9aga9euIWpV5WG1WkvMXNrtdlNmMkPxvtnatWuxZs0aXHbZZb7PevTogcsvvxxPPPEEB25EREREvxMHbmTosccew+jRo/HFF1+gU6dO0DQNe/bsQUFBgSmRD6uaLl264Pnnn0dubi527NiBjRs3mjIgLp6rrU+fPsjKyirxvpkZ8vPzSwzaijRr1gz5+fmm1k1ERERUmTA4Cf0uLpcLn376Kfbu3Qtd19G2bVv06dOnRPh68o/X68W7776Lr7/+Gl6vF126dMGIESNMmXUL9vtmt9xyCz788MNSqTJcLhduu+02fPTRR6bUS0RERFTZcOBGho4ePYrmzZuHuhmVVmJiIgYMGIAmTZqYWs+OHTuwePFiTJs2rdT7ZpMnTzblscXnn38eXq8XzzzzjO8zt9uNOXPmICYmBpMnTw54nURERESVEQduZKh46Pjly5eXeteNymf58uX48MMPUatWLQwYMAB9+/Y15RHGESNGYOHChaUeXfzll1/wxBNP4J133gl4nXl5eXjwwQdx4sQJtG3bFh6PBwcOHEDLli2xbNkyztgSERER/U4cuJGhUOT/qor279+Pbdu24fPPP0eLFi2wbNmygK6/+H681G233WZqPr7vv/8e+/fvBwC0a9cOHTp0MK0uIiIiosqIwUnoD+E43xxerxeZmZnIyMiA1+tFnTp1Al5Hbm4uXC5Xme+buVyugNdXXMeOHdGxY0dT6yAiIiKqzCyhbgCFv1Dk/6pKZsyYge7du2P9+vX461//ig8++AAzZswIeD3du3fHggULSnzmdrsxd+5c3HzzzQGvj4iIiIgCh49KkqE2bdqgXr16AIDU1FTf33Vdh6Zp+Oyzz0LZvArvn//8J/r164datWqZWg/fNyMiIiKquDhwI0OnTp0Syxs1ahSkllQ+O3bsQOPGjdG6dWsAwEsvvYRmzZrhlltuMa1Ovm9GREREVPHwHTcyxIGZOTZv3oyXX34Zf//7332ftW7dGgsXLkR+fj5uv/12U+rl+2ZEREREFQ9n3MhQ69aty3y3rehRyYMHD4agVRXf4MGD8fLLL5cKRHLmzBlMmDCB0TuJiIiIyIczbmTo0KFDoW5CpaTrepnRI+vXr8/onURERERUAqNKEoVQdnZ2mZ+ZHZ6fiIiIiCoWDtyIQmTAgAF47LHHkJKS4vvs1KlTePTRR9G3b98QtoyIiIiIwg0flSQKkdGjR+P8+fPo06cPYmJi4PV6kZ+fj5EjR+LBBx8MdfOIiIiIKIwwOAlRiOXm5uKXX36BxWJB8+bNEREREeomEREREVGY4aOSRCEyd+5cAEC1atVQr149XH311Ry0EREREVGZOHAjCpFdu3b5/n7//feHsCVEREREFO44cCMKkeJPKfOJZSIiIiKScOBGFCLFk5qXleCciIiIiKgIo0oShUhGRga2bNkCXdd9fy9u4MCBIWkXEREREYUfRpUkCpFp06aJ5fPmzQtSS4iIiIgo3HHgRhQiP//8M6ZOnYpjx46hQ4cOmDNnDurVqxfqZhERERFRGOLAjShE7r77bvTr1w+dO3dGUlISjh8/jqVLl4a6WUREREQUhhichChEsrKycNddd6F58+Z49NFH8fPPP4e6SUREREQUpjhwIwoRu93u+7umaSX+TURERERUHAduRCFy6VPKTAlARERERCp8x40oRNq0aVMiGElqairq1asHXdehaRo+++yzELaOiIiIiMIJB25EIXLq1CmxvFGjRkFqCRERERGFOw7ciIiIiIiIwhzfcSMiIiIiIgpzHLgRERERERGFOQ7ciIiIiIiIwhwHbkRERERERGGOAzciIiIiIqIwx4EbERERERFRmOPAjYiIiIiIKMxx4EZERERERBTm/g8dKyIlyUThKwAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 1000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Execute the function with the parameters from the widgets\n",
    "fc_matrix = calculate_orthogonalized_fc(\n",
    "    meg_data=meg_array, \n",
    "    band=freq.value, \n",
    "    fs=fs, \n",
    "    low_pass_cutoff=low_pass.value\n",
    ")\n",
    "\n",
    "print(\"\\nPlotting FC Matrix for real MEG data (Default Order)...\")\n",
    "\n",
    "fig_real, ax_real = plt.subplots(figsize=(10, 8))\n",
    "plot_fc_heatmap(\n",
    "    fc_matrix=fc_matrix,\n",
    "    labels=region_labels, \n",
    "    title=f'Real Data Orthogonalized FC ({freq.value[0]}-{freq.value[1]} Hz)',\n",
    "    ax=ax_real\n",
    ")\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "be353368",
   "metadata": {},
   "source": [
    "计算模拟信号的FC矩阵并画图展示"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "48d70fa9",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T14:20:01.407678Z",
     "start_time": "2025-09-16T14:20:00.808902Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Please select parameters for the simulation FC calculation:\n"
     ]
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "47764887df4e4517a2c203c1ba553d01",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "IntRangeSlider(value=(8, 12), description='Frequency (Hz)', layout=Layout(width='80%'), max=45, min=1, style=S…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "7d02cafd146d4013bce8b6a7ad8f414c",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "FloatSlider(value=2.0, description='Low-Pass (Hz)', layout=Layout(width='80%'), max=4.0, readout_format='.1f',…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "d6567c69004f4afd8417e7ea9cf412e3",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "IntProgress(value=0, description='Computing FC:', layout=Layout(width='80%'), max=80, style=ProgressStyle(desc…"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "'FC Matrix calculation complete.'"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"\\nPlease select parameters for the simulation FC calculation:\")\n",
    "sim_freq_band = widgets.IntRangeSlider(\n",
    "    value=[8, 12], min=1, max=45, description='Frequency (Hz)',\n",
    "    layout=widgets.Layout(width='80%'), style={'description_width': 'initial'}\n",
    ")\n",
    "sim_low_pass = widgets.FloatSlider(\n",
    "    value=2.0, min=0, max=4.0, step=0.1, description='Low-Pass (Hz)',\n",
    "    readout=True, readout_format='.1f',\n",
    "    layout=widgets.Layout(width='80%'), style={'description_width': 'initial'}\n",
    ")\n",
    "display(sim_freq_band)\n",
    "display(sim_low_pass)\n",
    "\n",
    "fc_matrix_sim = calculate_orthogonalized_fc(\n",
    "    meg_data=sim_signal,\n",
    "    band=sim_freq_band.value,\n",
    "    fs=target_fs,\n",
    "    low_pass_cutoff=sim_low_pass.value\n",
    ")\n",
    "\n",
    "sim_labels = sim_signal.regions.values\n",
    "fig_sim, ax_sim = plt.subplots(figsize=(10, 8))\n",
    "plot_fc_heatmap(\n",
    "    fc_matrix=fc_matrix_sim,\n",
    "    labels=sim_labels, \n",
    "    title=f'Simulated Orthogonalized FC ({sim_freq_band.value[0]}-{sim_freq_band.value[1]} Hz)',\n",
    "    ax=ax_sim\n",
    ")\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "89d36d2c24b4ceb2",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T14:20:01.438533Z",
     "start_time": "2025-09-16T14:20:01.435453Z"
    }
   },
   "source": [
    "## Compute similarity"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b5739d62",
   "metadata": {},
   "source": [
    "最后将仿真与真实的功能连接矩阵展平为向量，计算它们的皮尔逊相关系数，并用柱状图展示模型拟合度，从而直观评估仿真网络对经验 MEG 功能连接的拟合程度。"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "67719488",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T14:20:01.568207Z",
     "start_time": "2025-09-16T14:20:01.477333Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Comparing the 80x80 simulated FC with the corresponding subset of the real MEG FC.\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 600x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "The correlation between the simulated FC and the real MEG data FC is: 0.642\n"
     ]
    }
   ],
   "source": [
    "num_sim_regions = fc_matrix_sim.shape[0]\n",
    "fc_matrix_real_matched = fc_matrix[:num_sim_regions, :num_sim_regions]\n",
    "print(f\"\\nComparing the {num_sim_regions}x{num_sim_regions} simulated FC with the corresponding subset of the real MEG FC.\")\n",
    "indices_triu = np.triu_indices(num_sim_regions, k=1)\n",
    "real_fc_flat = fc_matrix_real_matched[indices_triu]\n",
    "sim_fc_flat = fc_matrix_sim[indices_triu]\n",
    "\n",
    "# Calculate the Pearson correlation between the two flattened FC vectors\n",
    "sim_vs_real_corr = np.corrcoef(real_fc_flat, sim_fc_flat)[0, 1]\n",
    "fig_comp, ax_comp = plt.subplots(figsize=(6, 6))\n",
    "\n",
    "splot = sns.barplot(\n",
    "    x=['Simulated vs. Real Data'],\n",
    "    y=[sim_vs_real_corr],\n",
    "    ax=ax_comp\n",
    ")\n",
    "\n",
    "ax_comp.set_ylabel('Pearson Correlation')\n",
    "ax_comp.set_title('Model Fit: Correlation between Simulated and Real FC', pad=15)\n",
    "ax_comp.set_ylim(0, max(0.5, sim_vs_real_corr * 1.2)) \n",
    "\n",
    "# Add the correlation value as text on the bar\n",
    "for p in splot.patches:\n",
    "    splot.annotate(\n",
    "        format(p.get_height(), '.3f'), \n",
    "        (p.get_x() + p.get_width() / 2., p.get_height()), \n",
    "        ha='center', va='center', \n",
    "        size=18, color='white',\n",
    "        xytext=(0, -15), \n",
    "        textcoords='offset points'\n",
    "    )\n",
    "\n",
    "sns.despine()\n",
    "plt.tight_layout()\n",
    "plt.show()\n",
    "print(f\"The correlation between the simulated FC and the real MEG data FC is: {sim_vs_real_corr:.3f}\")"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Ecosystem-py",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
