{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "a0921399",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-06-19T08:11:04.129836Z",
     "iopub.status.busy": "2026-06-19T08:11:04.129675Z",
     "iopub.status.idle": "2026-06-19T08:11:09.403011Z",
     "shell.execute_reply": "2026-06-19T08:11:09.402253Z"
    },
    "tags": [
     "remove-cell"
    ]
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n"
     ]
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "import brainmass\n",
    "import brainstate\n",
    "import brainunit as u\n",
    "import jax.numpy as jnp\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "brainstate.random.seed(0)\n",
    "brainstate.environ.set(dt=0.1 * u.ms)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "437bb1ed",
   "metadata": {},
   "source": [
    "# Stuart-Landau Oscillator\n",
    "\n",
    "The **Stuart-Landau oscillator** is the normal form of a system near a Hopf bifurcation, expressed in Cartesian coordinates as\n",
    "\n",
    "$$\\dot x = (a - x^2 - y^2)\\,x - \\omega\\,y,\\qquad \\dot y = (a - x^2 - y^2)\\,y + \\omega\\,x.$$\n",
    "\n",
    "It is mathematically identical to the Hopf normal form: the parameter $a$ sets the amplitude of the limit cycle ($\\sqrt{a}$) and $\\omega$ sets the angular frequency. Networks of Stuart-Landau oscillators are widely used to model metastable synchronization in resting-state brain activity.\n",
    "\n",
    "**Reference:** Kuramoto (1984), *Chemical Oscillations, Waves, and Turbulence*, Springer."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "046cb4f3",
   "metadata": {},
   "source": [
    "## Build the model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "d8baf741",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-06-19T08:11:09.405752Z",
     "iopub.status.busy": "2026-06-19T08:11:09.405281Z",
     "iopub.status.idle": "2026-06-19T08:11:09.426336Z",
     "shell.execute_reply": "2026-06-19T08:11:09.425510Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "StuartLandauStep(\n",
       "  in_size=(1,),\n",
       "  out_size=(1,),\n",
       "  init_x=Uniform(low=0, high=0.05),\n",
       "  init_y=Uniform(low=0, high=0.05),\n",
       "  method=exp_euler,\n",
       "  a=Const(\n",
       "    fit=False,\n",
       "    t=IdentityT(),\n",
       "    reg=None,\n",
       "    val=Array(0.25, dtype=float32)\n",
       "  ),\n",
       "  w=Const(\n",
       "    fit=False,\n",
       "    t=IdentityT(),\n",
       "    reg=None,\n",
       "    val=Array(0.5, dtype=float32)\n",
       "  )\n",
       ")"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "node = brainmass.StuartLandauStep(in_size=1, a=0.25, w=0.5)\n",
    "node"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f80d1638",
   "metadata": {},
   "source": [
    "## Run a simulation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "f1de8bca",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-06-19T08:11:09.428985Z",
     "iopub.status.busy": "2026-06-19T08:11:09.428782Z",
     "iopub.status.idle": "2026-06-19T08:11:09.815190Z",
     "shell.execute_reply": "2026-06-19T08:11:09.814226Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1800, 1)"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sim = brainmass.Simulator(node, dt=0.1 * u.ms)\n",
    "res = sim.run(200. * u.ms, monitors=['x', 'y'], transient=20. * u.ms)\n",
    "res['x'].shape"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ba1ed394",
   "metadata": {},
   "source": [
    "## Visualize"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "c29cc5cf",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-06-19T08:11:09.817814Z",
     "iopub.status.busy": "2026-06-19T08:11:09.817574Z",
     "iopub.status.idle": "2026-06-19T08:11:09.984248Z",
     "shell.execute_reply": "2026-06-19T08:11:09.983253Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axes = plt.subplots(1, 2, figsize=(10, 4))\n",
    "brainmass.viz.plot_timeseries(res['x'], ts=res['ts'], ax=axes[0])\n",
    "axes[0].set_title('Stuart-Landau (x)')\n",
    "brainmass.viz.plot_phase_portrait(res['x'], res['y'], ax=axes[1])\n",
    "axes[1].set_title('Phase portrait')\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e73f29aa",
   "metadata": {},
   "source": [
    "## Try it: vary the intrinsic frequency `w`\n",
    "\n",
    "The amplitude is fixed by `a`, but `w` sets how fast the node cycles. Higher `w` packs more periods into the same window."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "ddde3680",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-06-19T08:11:09.987200Z",
     "iopub.status.busy": "2026-06-19T08:11:09.986932Z",
     "iopub.status.idle": "2026-06-19T08:11:10.373409Z",
     "shell.execute_reply": "2026-06-19T08:11:10.372616Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(figsize=(8, 4))\n",
    "for w in [0.2, 0.5, 1.0]:\n",
    "    m = brainmass.StuartLandauStep(in_size=1, a=0.25, w=w)\n",
    "    r = brainmass.Simulator(m, dt=0.1 * u.ms).run(\n",
    "        200. * u.ms, monitors=['x'], transient=20. * u.ms)\n",
    "    ax.plot(u.get_magnitude(r['ts']), u.get_magnitude(r['x'])[:, 0], label=f'w = {w}')\n",
    "ax.set_xlabel('time (ms)'); ax.set_ylabel('x'); ax.legend()\n",
    "ax.set_title('Frequency control via w')\n",
    "plt.show()"
   ]
  }
 ],
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