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felice-models/docs-site/docs/neuron_models/fhn/fhn.ipynb
F.M. Quintana Velazquez 9fabbdefc0 Initial commit
Co-authored-by: Aradhana Dube <a.dube@rug.nl>
Co-authored-by: Renzo I. Barraza Altamirano <r.i.barraza.altamirano@rug.nl>
Co-authored-by: Paolo Gibertini <p.gibertini@rug.nl>
Co-authored-by: Luca D. Fehlings <l.d.fehlings@rug.nl>
2026-02-27 17:43:31 +01:00

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{
"cells": [
{
"cell_type": "code",
"execution_count": 2,
"id": "b433e05f",
"metadata": {},
"outputs": [],
"source": [
"import diffrax as dfx\n",
"import jax\n",
"import jax.numpy as jnp\n",
"import jax.random as jrand\n",
"import matplotlib as mpl\n",
"import matplotlib.pyplot as plt\n",
"\n",
"from felice.neuron_models import FHNRS"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "6abc4178",
"metadata": {},
"outputs": [],
"source": [
"key = jrand.key(0)\n",
"max_time = 200\n",
"\n",
"neuron_model = FHNRS(\n",
" gmax_pasive=2.0,\n",
" Erev_pasive=0.0,\n",
" a_fast=-2.0,\n",
" voff_fast=0.0,\n",
" tau_fast=0.0,\n",
" a_slow=0.5,\n",
" voff_slow=1.0,\n",
" tau_slow=50.0,\n",
" vthr=jnp.inf,\n",
")\n",
"\n",
"\n",
"def state_at_t(comp_times):\n",
" sol = dfx.diffeqsolve(\n",
" terms=dfx.ODETerm(neuron_model.dynamics),\n",
" solver=dfx.Tsit5(),\n",
" t0=0.0,\n",
" t1=max_time,\n",
" dt0=1e-3,\n",
" y0=neuron_model.init_state(1)\n",
" + jrand.uniform(key, shape=(1, 3), minval=0.1, maxval=0.5),\n",
" saveat=dfx.SaveAt(ts=comp_times),\n",
" max_steps=200000,\n",
" )\n",
"\n",
" return sol.ts, sol.ys"
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "9d185d60",
"metadata": {},
"outputs": [
{
"data": {
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"text/plain": [
"<Figure size 1380x460 with 3 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"v_range = jnp.arange(-3.1, 3, 0.1)\n",
"VI_inst = jax.vmap(neuron_model.IV_inst)(v_range)\n",
"VI_fast = jax.vmap(neuron_model.IV_fast)(v_range)\n",
"VI_slow = jax.vmap(neuron_model.IV_slow)(v_range)\n",
"\n",
"with mpl.style.context(\"boilerplot.ieeetran\"):\n",
" fig, ax = plt.subplots(1, 3, figsize=(6.9, 2.3), dpi=200.0, sharey=True)\n",
" ax[0].plot(v_range, VI_inst)\n",
" ax[1].plot(v_range, VI_fast)\n",
" ax[2].plot(v_range, VI_slow)\n",
" plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 25,
"id": "d98ace6e",
"metadata": {},
"outputs": [],
"source": [
"comp_times = jnp.linspace(0.0, max_time, 500)\n",
"_, state = state_at_t(comp_times)"
]
},
{
"cell_type": "code",
"execution_count": 26,
"id": "06ae6a94",
"metadata": {},
"outputs": [],
"source": [
"def compute_nullclines(neuron_model, u_range, v_range, resolution=200):\n",
" \"\"\"\n",
" Compute nullclines\n",
" du/dt = 0 (u-nullcline)\n",
" dv/dt = 0 (v-nullcline)\n",
" \"\"\"\n",
" u_vals = jnp.linspace(u_range[0], u_range[1], resolution)\n",
" v_vals = jnp.linspace(v_range[0], v_range[1], resolution)\n",
" U, V = jnp.meshgrid(u_vals, v_vals)\n",
"\n",
" UV = jnp.stack(\n",
" [U.reshape(-1), V.reshape(-1), jnp.zeros((resolution * resolution,))], axis=1\n",
" )\n",
" dS = neuron_model.dynamics(0, UV, {})\n",
" dU = dS[:, 0].reshape(U.shape)\n",
" dV = dS[:, 1].reshape(V.shape)\n",
"\n",
" return U, V, dU, dV\n",
"\n",
"\n",
"def plot_vf(ax, neuron_model, u_range, v_range):\n",
" import numpy as np\n",
"\n",
" u_sparse = jnp.linspace(u_range[0], u_range[1], 30)\n",
" v_sparse = jnp.linspace(v_range[0], v_range[1], 30)\n",
"\n",
" Us, Vs = jnp.meshgrid(u_sparse, v_sparse)\n",
"\n",
" U, V, dU, dV = compute_nullclines(neuron_model, u_range, v_range, 200)\n",
"\n",
" UVs = jnp.stack([Us.reshape(-1), Vs.reshape(-1), jnp.ones((30 * 30,))], axis=1)\n",
" dS = neuron_model.dynamics(0, UVs, {})\n",
" dUs = dS[:, 0].reshape(Us.shape)\n",
" dVs = dS[:, 1].reshape(Vs.shape)\n",
"\n",
" # Normalize for visualization\n",
" magnitude = np.sqrt(dUs**2 + dVs**2)\n",
" magnitude[magnitude == 0] = 1\n",
" dUs_norm = dUs / magnitude\n",
" dVs_norm = dVs / magnitude\n",
"\n",
" # Nullclines\n",
" ax.contour(U, V, dU, levels=[0], colors=\"blue\", linewidths=1, linestyles=\"-\")\n",
" ax.contour(U, V, dV, levels=[0], colors=\"red\", linewidths=1, linestyles=\"-\")\n",
"\n",
" # Vector field\n",
" ax.quiver(Us, Vs, dUs_norm, dVs_norm, magnitude, cmap=\"viridis\", alpha=0.6)\n",
"\n",
" ax.set_xlabel(\"v\")\n",
" ax.set_ylabel(\"w\")\n",
" ax.legend([\"u-nullcline (du/dt=0)\", \"v-nullcline (dv/dt=0)\"], loc=\"upper right\")\n",
" ax.set_xlim(u_range)\n",
" ax.set_ylim(v_range)\n",
" ax.axhline(y=0, color=\"gray\", linestyle=\"--\", alpha=0.3)\n",
" ax.axvline(x=0, color=\"gray\", linestyle=\"--\", alpha=0.3)"
]
},
{
"cell_type": "code",
"execution_count": 27,
"id": "b73fb06d",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 1380x520 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"with mpl.style.context(\"boilerplot.ieeetran\"):\n",
" fig, ax = plt.subplots(1, 2, figsize=(6.9, 2.6), dpi=200)\n",
" ax[0].plot(comp_times, state[:, 0, 0])\n",
" ax[0].plot(comp_times, state[:, 0, 1], \"--\")\n",
" # ax[0].plot(comp_times, state[0, :, 2], \"-.\")\n",
" ax[0].set_xlabel(\"Time (ms)\")\n",
" ax[0].legend([\"v\", \"vslow\", \"syn\"])\n",
"\n",
" plot_vf(ax[1], neuron_model, [-2, 2], [-2, 2])\n",
"\n",
" ax[1].plot(state[:, 0, 0], state[:, 0, 1])\n",
" ax[1].plot(state[0, 0, 0], state[0, 0, 1], \".\", label=\"start\")\n",
" ax[1].plot(state[0, -1, 0], state[0, -1, 1], \".\", label=\"end\")\n",
" ax[1].set_xlabel(\"v\")\n",
" ax[1].set_ylabel(\"v fast\")\n",
" ax[1].legend()\n",
" plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "5a6f0b9f",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": null,
"id": "daf213b5",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "felice",
"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": "3.13.5"
}
},
"nbformat": 4,
"nbformat_minor": 5
}