{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "header",
   "metadata": {},
   "source": [
    "# Comparing 2D Oscillators\n",
    "\n",
    "A systematic comparison of Hopf, Stuart-Landau, and Van der Pol oscillators."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "learning-objectives",
   "metadata": {},
   "source": [
    "## Learning Objectives\n",
    "\n",
    "By the end of this tutorial, you will be able to:\n",
    "\n",
    "- Compare the mathematical formulations of three fundamental oscillators\n",
    "- Distinguish between harmonic and relaxation oscillations in phase space\n",
    "- Choose the appropriate oscillator model for different neuroscience applications\n",
    "- Understand how bifurcation parameters control oscillation properties"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "background",
   "metadata": {},
   "source": [
    "## Background / Theory\n",
    "\n",
    "### The Three Oscillators\n",
    "\n",
    "All three oscillators are two-dimensional dynamical systems with state variables $(x, y)$, but they differ fundamentally in their nonlinearity:\n",
    "\n",
    "| Oscillator | Equations | Nonlinearity Type |\n",
    "|------------|-----------|-------------------|\n",
    "| Hopf | $\\dot{x} = (a - \\beta r^2)x - \\omega y$ | Amplitude saturation |\n",
    "| Stuart-Landau | $\\dot{x} = (a - r^2)x - \\omega y$ | Amplitude saturation ($\\beta=1$) |\n",
    "| Van der Pol | $\\dot{x} = \\mu(x - x^3/3 - y)$ | Nonlinear damping |\n",
    "\n",
    "### Key Properties\n",
    "\n",
    "| Property | Hopf | Stuart-Landau | Van der Pol |\n",
    "|----------|------|---------------|-------------|\n",
    "| Bifurcation parameter | $a$ | $a$ | Always oscillates ($\\mu > 0$) |\n",
    "| Limit cycle amplitude | $\\sqrt{a/\\beta}$ | $\\sqrt{a}$ | $\\approx 2$ (fixed) |\n",
    "| Waveform | Sinusoidal | Sinusoidal | Relaxation (high $\\mu$) |\n",
    "| Phase portrait | Circular | Circular | Distorted |\n",
    "| Subcritical regime | $a < 0$ | $a < 0$ | N/A |\n",
    "\n",
    "### When to Use Each\n",
    "\n",
    "| Application | Recommended Oscillator |\n",
    "|-------------|------------------------|\n",
    "| Amplitude-tunable rhythms | Hopf or Stuart-Landau |\n",
    "| Canonical Hopf normal form | Stuart-Landau |\n",
    "| Flexible amplitude control | Hopf (with $\\beta$) |\n",
    "| Bursting/spiking neurons | Van der Pol |\n",
    "| Slow-fast dynamics | Van der Pol (high $\\mu$) |"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "implementation",
   "metadata": {},
   "source": [
    "## Implementation\n",
    "\n",
    "### Step 1: Setup and Imports"
   ]
  },
  {
   "cell_type": "code",
   "id": "imports",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-03-21T13:55:15.157932Z",
     "start_time": "2026-03-21T13:55:11.818616100Z"
    }
   },
   "source": [
    "import brainunit as u\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "import brainmass\n",
    "import brainstate\n",
    "\n",
    "# Set simulation time step\n",
    "brainstate.environ.set(dt=0.1 * u.ms)\n",
    "\n",
    "# Plotting settings\n",
    "plt.rcParams['figure.dpi'] = 100\n",
    "plt.rcParams['font.size'] = 10"
   ],
   "outputs": [],
   "execution_count": 1
  },
  {
   "cell_type": "code",
   "id": "helper-function",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-03-21T13:55:15.168608600Z",
     "start_time": "2026-03-21T13:55:15.158943600Z"
    }
   },
   "source": [
    "def simulate_oscillator(model, n_steps=3000, init_x=0.5, init_y=0.0):\n",
    "    \"\"\"Simulate an oscillator and return time, x, y trajectories.\"\"\"\n",
    "    model.init_all_states()\n",
    "    model.x.value = np.array([init_x])\n",
    "    model.y.value = np.array([init_y])\n",
    "\n",
    "    def step(i):\n",
    "        model.update()\n",
    "        return model.x.value, model.y.value\n",
    "\n",
    "    x, y = brainstate.transform.for_loop(step, np.arange(n_steps))\n",
    "    t = np.arange(n_steps) * brainstate.environ.get_dt()\n",
    "    return t, x.flatten(), y.flatten()"
   ],
   "outputs": [],
   "execution_count": 2
  },
  {
   "cell_type": "markdown",
   "id": "comparison-header",
   "metadata": {},
   "source": [
    "### Step 2: Direct Comparison\n",
    "\n",
    "Simulate all three oscillators with comparable parameters:"
   ]
  },
  {
   "cell_type": "code",
   "id": "simulate-all",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-03-21T13:55:15.705418400Z",
     "start_time": "2026-03-21T13:55:15.168608600Z"
    }
   },
   "source": [
    "# Create oscillators\n",
    "hopf = brainmass.HopfStep(1, a=0.5, w=0.3, beta=1.0)\n",
    "stuart_landau = brainmass.StuartLandauStep(1, a=0.5, w=0.3)\n",
    "van_der_pol = brainmass.VanDerPolStep(1, mu=1.0)\n",
    "\n",
    "# Simulate\n",
    "t_hopf, x_hopf, y_hopf = simulate_oscillator(hopf)\n",
    "t_sl, x_sl, y_sl = simulate_oscillator(stuart_landau)\n",
    "t_vdp, x_vdp, y_vdp = simulate_oscillator(van_der_pol)"
   ],
   "outputs": [],
   "execution_count": 3
  },
  {
   "cell_type": "code",
   "id": "main-comparison",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-03-21T13:55:16.376383800Z",
     "start_time": "2026-03-21T13:55:15.773378900Z"
    }
   },
   "source": [
    "fig, axes = plt.subplots(2, 3, figsize=(14, 8))\n",
    "\n",
    "# Colors\n",
    "colors = ['#3498db', '#2ecc71', '#e74c3c']\n",
    "titles = ['Hopf (a=0.5)', 'Stuart-Landau (a=0.5)', 'Van der Pol (mu=1.0)']\n",
    "data = [(t_hopf, x_hopf, y_hopf), (t_sl, x_sl, y_sl), (t_vdp, x_vdp, y_vdp)]\n",
    "\n",
    "for col, (t, x, y) in enumerate(data):\n",
    "    # Time series (top row)\n",
    "    axes[0, col].plot(t, x, color=colors[col], linewidth=1)\n",
    "    axes[0, col].set_xlabel('Time (ms)')\n",
    "    axes[0, col].set_ylabel('x(t)')\n",
    "    axes[0, col].set_title(titles[col])\n",
    "    axes[0, col].set_xlim([0, 200])\n",
    "\n",
    "    # Phase portrait (bottom row)\n",
    "    axes[1, col].plot(x, y, color=colors[col], linewidth=0.5, alpha=0.7)\n",
    "    axes[1, col].set_xlabel('x')\n",
    "    axes[1, col].set_ylabel('y')\n",
    "    axes[1, col].set_title('Phase Portrait')\n",
    "    axes[1, col].set_aspect('equal', adjustable='datalim')\n",
    "\n",
    "plt.suptitle('Comparison of 2D Oscillators', fontsize=14, y=1.02)\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1400x800 with 6 Axes>"
      ],
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 4
  },
  {
   "cell_type": "markdown",
   "id": "bifurcation-header",
   "metadata": {},
   "source": [
    "### Step 3: Subcritical vs Supercritical Regimes\n",
    "\n",
    "Compare damped and sustained oscillation regimes:"
   ]
  },
  {
   "cell_type": "code",
   "id": "regimes",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2026-03-21T13:55:17.068641800Z",
     "start_time": "2026-03-21T13:55:16.396371900Z"
    }
   },
   "source": [
    "fig, axes = plt.subplots(2, 2, figsize=(12, 8))\n",
    "\n",
    "# Subcritical (a < 0) - damped oscillations\n",
    "hopf_sub = brainmass.HopfStep(1, a=-0.5, w=0.3, beta=1.0)\n",
    "sl_sub = brainmass.StuartLandauStep(1, a=-0.5, w=0.3)\n",
    "\n",
    "t_h_sub, x_h_sub, y_h_sub = simulate_oscillator(hopf_sub, init_x=1.0)\n",
    "t_s_sub, x_s_sub, y_s_sub = simulate_oscillator(sl_sub, init_x=1.0)\n",
    "\n",
    "# Supercritical (a > 0) - sustained oscillations  \n",
    "hopf_sup = brainmass.HopfStep(1, a=0.5, w=0.3, beta=1.0)\n",
    "sl_sup = brainmass.StuartLandauStep(1, a=0.5, w=0.3)\n",
    "\n",
    "t_h_sup, x_h_sup, y_h_sup = simulate_oscillator(hopf_sup, init_x=0.1)\n",
    "t_s_sup, x_s_sup, y_s_sup = simulate_oscillator(sl_sup, init_x=0.1)\n",
    "\n",
    "# Plot subcritical\n",
    "axes[0, 0].plot(t_h_sub, x_h_sub, 'b-', label='Hopf', linewidth=1)\n",
    "axes[0, 0].plot(t_s_sub, x_s_sub, 'g--', label='Stuart-Landau', linewidth=1)\n",
    "axes[0, 0].set_xlabel('Time (ms)')\n",
    "axes[0, 0].set_ylabel('x(t)')\n",
    "axes[0, 0].set_title('Subcritical (a = -0.5): Damped Oscillations')\n",
    "axes[0, 0].legend()\n",
    "axes[0, 0].set_xlim([0, 200])\n",
    "\n",
    "axes[1, 0].plot(x_h_sub, y_h_sub, 'b-', label='Hopf', linewidth=0.5, alpha=0.7)\n",
    "axes[1, 0].plot(x_s_sub, y_s_sub, 'g--', label='Stuart-Landau', linewidth=0.5, alpha=0.7)\n",
    "axes[1, 0].set_xlabel('x')\n",
    "axes[1, 0].set_ylabel('y')\n",
    "axes[1, 0].set_title('Phase Portrait: Spiral to Origin')\n",
    "axes[1, 0].legend()\n",
    "axes[1, 0].set_aspect('equal', adjustable='datalim')\n",
    "\n",
    "# Plot supercritical\n",
    "axes[0, 1].plot(t_h_sup, x_h_sup, 'b-', label='Hopf', linewidth=1)\n",
    "axes[0, 1].plot(t_s_sup, x_s_sup, 'g--', label='Stuart-Landau', linewidth=1)\n",
    "axes[0, 1].set_xlabel('Time (ms)')\n",
    "axes[0, 1].set_ylabel('x(t)')\n",
    "axes[0, 1].set_title('Supercritical (a = 0.5): Sustained Oscillations')\n",
    "axes[0, 1].legend()\n",
    "axes[0, 1].set_xlim([0, 200])\n",
    "\n",
    "axes[1, 1].plot(x_h_sup, y_h_sup, 'b-', label='Hopf', linewidth=0.5, alpha=0.7)\n",
    "axes[1, 1].plot(x_s_sup, y_s_sup, 'g--', label='Stuart-Landau', linewidth=0.5, alpha=0.7)\n",
    "axes[1, 1].set_xlabel('x')\n",
    "axes[1, 1].set_ylabel('y')\n",
    "axes[1, 1].set_title('Phase Portrait: Limit Cycle')\n",
    "axes[1, 1].legend()\n",
    "axes[1, 1].set_aspect('equal', adjustable='datalim')\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 1200x800 with 4 Axes>"
      ],
      "image/png": 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     },
     "metadata": {},
     "output_type": "display_data",
     "jetTransient": {
      "display_id": null
     }
    }
   ],
   "execution_count": 5
  },
  {
   "cell_type": "markdown",
   "id": "vdp-mu-header",
   "metadata": {},
   "source": [
    "### Step 4: Van der Pol - Transition to Relaxation Oscillations\n",
    "\n",
    "Explore how $\\mu$ affects the waveform:"
   ]
  },
  {
   "cell_type": "code",
   "id": "vdp-mu-sweep",
   "metadata": {
    "ExecuteTime": {
     "start_time": "2026-03-21T13:55:17.095433500Z"
    }
   },
   "source": [
    "mu_values = [0.2, 1.0, 3.0, 8.0]\n",
    "colors = plt.cm.plasma(np.linspace(0.2, 0.9, len(mu_values)))\n",
    "\n",
    "fig, axes = plt.subplots(2, len(mu_values), figsize=(16, 6))\n",
    "\n",
    "for idx, (mu, color) in enumerate(zip(mu_values, colors)):\n",
    "    vdp = brainmass.VanDerPolStep(1, mu=mu)\n",
    "    t, x, y = simulate_oscillator(vdp, n_steps=5000)\n",
    "\n",
    "    # Time series (show steady state)\n",
    "    axes[0, idx].plot(t[-2000:], x[-2000:], color=color, linewidth=1)\n",
    "    axes[0, idx].set_xlabel('Time (ms)')\n",
    "    if idx == 0:\n",
    "        axes[0, idx].set_ylabel('x(t)')\n",
    "    axes[0, idx].set_title(f'$\\\\mu$ = {mu}')\n",
    "\n",
    "    # Phase portrait\n",
    "    axes[1, idx].plot(x[-2000:], y[-2000:], color=color, linewidth=0.5, alpha=0.7)\n",
    "    axes[1, idx].set_xlabel('x')\n",
    "    if idx == 0:\n",
    "        axes[1, idx].set_ylabel('y')\n",
    "\n",
    "plt.suptitle('Van der Pol: Harmonic to Relaxation Transition', fontsize=14, y=1.02)\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ],
   "outputs": [],
   "execution_count": null
  },
  {
   "cell_type": "markdown",
   "id": "waveform-header",
   "metadata": {},
   "source": [
    "### Step 5: Waveform Shape Comparison\n",
    "\n",
    "Overlay normalized waveforms to highlight shape differences:"
   ]
  },
  {
   "cell_type": "code",
   "id": "waveform-comparison",
   "metadata": {},
   "source": [
    "fig, axes = plt.subplots(1, 2, figsize=(12, 4))\n",
    "\n",
    "# Create oscillators with similar frequencies\n",
    "hopf = brainmass.HopfStep(1, a=1.0, w=0.5, beta=1.0)\n",
    "vdp_low = brainmass.VanDerPolStep(1, mu=0.5)\n",
    "vdp_high = brainmass.VanDerPolStep(1, mu=5.0)\n",
    "\n",
    "t_h, x_h, _ = simulate_oscillator(hopf, n_steps=3000)\n",
    "t_vl, x_vl, _ = simulate_oscillator(vdp_low, n_steps=3000)\n",
    "t_vh, x_vh, _ = simulate_oscillator(vdp_high, n_steps=3000)\n",
    "\n",
    "\n",
    "# Normalize for comparison\n",
    "def normalize(x):\n",
    "    x = x[-1000:]  # Steady state\n",
    "    return (x - x.mean()) / (x.max() - x.min())\n",
    "\n",
    "\n",
    "x_h_norm = normalize(x_h)\n",
    "x_vl_norm = normalize(x_vl)\n",
    "x_vh_norm = normalize(x_vh)\n",
    "\n",
    "# One cycle comparison\n",
    "n_samples = 150\n",
    "axes[0].plot(np.linspace(0, 1, n_samples), x_h_norm[:n_samples], 'b-', label='Hopf (sinusoidal)', linewidth=2)\n",
    "axes[0].plot(np.linspace(0, 1, n_samples), x_vl_norm[:n_samples], 'g--', label='VdP (mu=0.5)', linewidth=2)\n",
    "axes[0].set_xlabel('Normalized Period')\n",
    "axes[0].set_ylabel('Normalized Amplitude')\n",
    "axes[0].set_title('Hopf vs Low-mu Van der Pol')\n",
    "axes[0].legend()\n",
    "\n",
    "# Add reference sine wave\n",
    "t_ref = np.linspace(0, 2 * np.pi, n_samples)\n",
    "axes[0].plot(np.linspace(0, 1, n_samples), 0.5 * np.sin(t_ref), 'k:', alpha=0.5, label='Pure sine')\n",
    "\n",
    "# Relaxation comparison\n",
    "axes[1].plot(np.linspace(0, 1, n_samples), x_h_norm[:n_samples], 'b-', label='Hopf (sinusoidal)', linewidth=2)\n",
    "axes[1].plot(np.linspace(0, 1, n_samples), x_vh_norm[:n_samples], 'r-', label='VdP (mu=5.0, relaxation)', linewidth=2)\n",
    "axes[1].set_xlabel('Normalized Period')\n",
    "axes[1].set_ylabel('Normalized Amplitude')\n",
    "axes[1].set_title('Hopf vs High-mu Van der Pol')\n",
    "axes[1].legend()\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ],
   "outputs": [],
   "execution_count": null
  },
  {
   "cell_type": "markdown",
   "id": "amplitude-control-header",
   "metadata": {},
   "source": [
    "### Step 6: Amplitude Control Comparison\n",
    "\n",
    "Compare how each oscillator's amplitude responds to parameter changes:"
   ]
  },
  {
   "cell_type": "code",
   "id": "amplitude-control",
   "metadata": {},
   "source": [
    "fig, axes = plt.subplots(1, 3, figsize=(14, 4))\n",
    "\n",
    "# Hopf: vary a\n",
    "a_values = np.linspace(0.1, 2.0, 10)\n",
    "hopf_amplitudes = []\n",
    "for a in a_values:\n",
    "    model = brainmass.HopfStep(1, a=a, w=0.3, beta=1.0)\n",
    "    _, x, _ = simulate_oscillator(model, n_steps=2000)\n",
    "    hopf_amplitudes.append((x[-500:].max() - x[-500:].min()) / 2)\n",
    "\n",
    "axes[0].plot(a_values, hopf_amplitudes, 'bo-', linewidth=2, markersize=6)\n",
    "axes[0].plot(a_values, np.sqrt(a_values), 'r--', linewidth=2, label=r'$\\sqrt{a}$ (theory)')\n",
    "axes[0].set_xlabel('a')\n",
    "axes[0].set_ylabel('Amplitude')\n",
    "axes[0].set_title('Hopf: Amplitude vs a')\n",
    "axes[0].legend()\n",
    "\n",
    "# Stuart-Landau: same as Hopf with beta=1\n",
    "sl_amplitudes = []\n",
    "for a in a_values:\n",
    "    model = brainmass.StuartLandauStep(1, a=a, w=0.3)\n",
    "    _, x, _ = simulate_oscillator(model, n_steps=2000)\n",
    "    sl_amplitudes.append((x[-500:].max() - x[-500:].min()) / 2)\n",
    "\n",
    "axes[1].plot(a_values, sl_amplitudes, 'go-', linewidth=2, markersize=6)\n",
    "axes[1].plot(a_values, np.sqrt(a_values), 'r--', linewidth=2, label=r'$\\sqrt{a}$ (theory)')\n",
    "axes[1].set_xlabel('a')\n",
    "axes[1].set_ylabel('Amplitude')\n",
    "axes[1].set_title('Stuart-Landau: Amplitude vs a')\n",
    "axes[1].legend()\n",
    "\n",
    "# Van der Pol: amplitude is roughly fixed (~2)\n",
    "mu_values = np.linspace(0.5, 10, 10)\n",
    "vdp_amplitudes = []\n",
    "for mu in mu_values:\n",
    "    model = brainmass.VanDerPolStep(1, mu=mu)\n",
    "    _, x, _ = simulate_oscillator(model, n_steps=5000)\n",
    "    vdp_amplitudes.append((x[-1000:].max() - x[-1000:].min()) / 2)\n",
    "\n",
    "axes[2].plot(mu_values, vdp_amplitudes, 'ro-', linewidth=2, markersize=6)\n",
    "axes[2].axhline(2.0, color='k', linestyle='--', label='~2 (theoretical)')\n",
    "axes[2].set_xlabel(r'$\\mu$')\n",
    "axes[2].set_ylabel('Amplitude')\n",
    "axes[2].set_title(r'Van der Pol: Amplitude vs $\\mu$')\n",
    "axes[2].legend()\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ],
   "outputs": [],
   "execution_count": null
  },
  {
   "cell_type": "markdown",
   "id": "frequency-header",
   "metadata": {},
   "source": [
    "### Step 7: Frequency Analysis\n",
    "\n",
    "Compare spectral properties:"
   ]
  },
  {
   "cell_type": "code",
   "id": "frequency-analysis",
   "metadata": {},
   "source": [
    "from scipy import signal\n",
    "\n",
    "fig, axes = plt.subplots(1, 3, figsize=(14, 4))\n",
    "\n",
    "# Create oscillators\n",
    "hopf = brainmass.HopfStep(1, a=1.0, w=0.5, beta=1.0)\n",
    "vdp_low = brainmass.VanDerPolStep(1, mu=0.5)\n",
    "vdp_high = brainmass.VanDerPolStep(1, mu=5.0)\n",
    "\n",
    "models = [hopf, vdp_low, vdp_high]\n",
    "titles = ['Hopf (sinusoidal)', 'VdP (mu=0.5)', 'VdP (mu=5.0, relaxation)']\n",
    "colors = ['#3498db', '#2ecc71', '#e74c3c']\n",
    "\n",
    "dt_ms = float(brainstate.environ.get_dt() / u.ms)\n",
    "fs = 1000 / dt_ms  # Sampling frequency in Hz\n",
    "\n",
    "for idx, (model, title, color) in enumerate(zip(models, titles, colors)):\n",
    "    t, x, _ = simulate_oscillator(model, n_steps=10000)\n",
    "    x_ss = x[-5000:]  # Steady state\n",
    "\n",
    "    # Power spectrum\n",
    "    f, Pxx = signal.welch(x_ss, fs=fs, nperseg=1024)\n",
    "\n",
    "    axes[idx].semilogy(f, Pxx, color=color, linewidth=2)\n",
    "    axes[idx].set_xlabel('Frequency (Hz)')\n",
    "    axes[idx].set_ylabel('Power')\n",
    "    axes[idx].set_title(title)\n",
    "    axes[idx].set_xlim([0, 200])\n",
    "\n",
    "    # Mark harmonics\n",
    "    peak_idx = np.argmax(Pxx[f < 100])\n",
    "    f_peak = f[peak_idx]\n",
    "    axes[idx].axvline(f_peak, color='red', linestyle='--', alpha=0.5, label=f'f0={f_peak:.1f} Hz')\n",
    "    axes[idx].legend()\n",
    "\n",
    "plt.suptitle('Power Spectra: Harmonic Content', fontsize=14, y=1.02)\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ],
   "outputs": [],
   "execution_count": null
  },
  {
   "cell_type": "markdown",
   "id": "summary-table-header",
   "metadata": {},
   "source": [
    "### Step 8: Summary Table"
   ]
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": [
    "## Summary Table\n",
    "\n",
    "| Property | Hopf Oscillator | Stuart-Landau | Van der Pol |\n",
    "|----------|-----------------|---------------|-------------|\n",
    "| Bifurcation parameter | $a$ | $a$ | Always oscillates for $\\mu > 0$ |\n",
    "| Limit cycle amplitude | $\\sqrt{a/\\beta}$ | $\\sqrt{a}$ | $\\approx 2$ (fixed) |\n",
    "| Waveform shape | Sinusoidal | Sinusoidal | Relaxation (at high $\\mu$) |\n",
    "| Phase portrait | Circular | Circular | Distorted |\n",
    "| Nonlinearity source | Amplitude saturation | Amplitude saturation | Nonlinear damping |\n",
    "| Neuroscience use | Neural oscillators | Phase amplitude coupling | Bursting neurons |"
   ],
   "id": "6f618e541eae4427"
  },
  {
   "cell_type": "markdown",
   "id": "exercises",
   "metadata": {},
   "source": [
    "## Exercises\n",
    "\n",
    "### Exercise 1: Hopf Beta Parameter\n",
    "\n",
    "Explore how the $\\beta$ parameter in Hopf affects amplitude:\n",
    "\n",
    "```python\n",
    "beta_values = [0.5, 1.0, 2.0, 4.0]\n",
    "# With fixed a=1.0, the amplitude should be sqrt(a/beta)\n",
    "# Verify this relationship numerically\n",
    "```\n",
    "\n",
    "### Exercise 2: Phase Response\n",
    "\n",
    "Apply a brief perturbation to each oscillator and compare recovery:\n",
    "\n",
    "```python\n",
    "# At t=500ms, add a perturbation to x\n",
    "# How quickly does each oscillator return to the limit cycle?\n",
    "```\n",
    "\n",
    "### Exercise 3: Noise Sensitivity\n",
    "\n",
    "Add OU noise to each oscillator and compare variability:\n",
    "\n",
    "```python\n",
    "noise = brainmass.OUProcess(1, sigma=0.1, tau=10.0 * u.ms)\n",
    "# Question: Which oscillator is most robust to noise?\n",
    "```"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "summary",
   "metadata": {},
   "source": [
    "## Summary\n",
    "\n",
    "In this tutorial, you learned:\n",
    "\n",
    "1. **Three fundamental oscillators**: Hopf, Stuart-Landau, and Van der Pol\n",
    "2. **Harmonic vs relaxation oscillations**: Different nonlinearity sources\n",
    "3. **Amplitude control**: $\\sqrt{a/\\beta}$ for Hopf, $\\sqrt{a}$ for Stuart-Landau, fixed for Van der Pol\n",
    "4. **Parameter regimes**: Subcritical (damped) vs supercritical (sustained)\n",
    "\n",
    "### Key Insights\n",
    "\n",
    "| Need | Best Choice |\n",
    "|------|-------------|\n",
    "| Tunable amplitude rhythms | Hopf or Stuart-Landau |\n",
    "| Canonical bifurcation analysis | Stuart-Landau |\n",
    "| Sharp spike-like waveforms | Van der Pol (high $\\mu$) |\n",
    "| Slow-fast neural dynamics | Van der Pol |\n",
    "\n",
    "### Relationship to Neural Models\n",
    "\n",
    "- **Hopf/Stuart-Landau**: Model neural oscillations with controllable power\n",
    "- **Van der Pol**: Closely related to FitzHugh-Nagumo (Tutorial 014)\n",
    "- All three can be extended to networks with coupling"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "references",
   "metadata": {},
   "source": [
    "## References\n",
    "\n",
    "1. Strogatz, S. H. (2015). *Nonlinear Dynamics and Chaos*. Westview Press. (Chapters 7-8)\n",
    "\n",
    "2. Izhikevich, E. M. (2007). *Dynamical Systems in Neuroscience*. MIT Press. (Chapter 4)\n",
    "\n",
    "3. van der Pol, B. (1926). On relaxation-oscillations. *The London, Edinburgh, and Dublin Philosophical Magazine*, 2(11), 978-992.\n",
    "\n",
    "4. Stuart, J. T. (1960). On the non-linear mechanics of wave disturbances. *Journal of Fluid Mechanics*, 9(3), 353-370."
   ]
  }
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