Created
December 6, 2021 12:17
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A BOLD implementation in Numba for neural network simulations.
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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 5, | |
"id": "a5cdece9", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"import numpy as np\n", | |
"import numba as nb" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 15, | |
"id": "b9b1c86f", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"def make_bold():\n", | |
" tau_s = nb.float32(0.65)\n", | |
" tau_f = nb.float32(0.41)\n", | |
" tau_o = nb.float32(0.98)\n", | |
" alpha = nb.float32(0.32)\n", | |
" te = nb.float32(0.04)\n", | |
" v0 = nb.float32(4.0)\n", | |
" e0 = nb.float32(0.4)\n", | |
" epsilon = nb.float32(0.5)\n", | |
" nu_0 = nb.float32(40.3)\n", | |
" r_0 = nb.float32(25.0)\n", | |
" recip_tau_s = nb.float32(1.0 / tau_s)\n", | |
" recip_tau_f = nb.float32(1.0 / tau_f)\n", | |
" recip_tau_o = nb.float32(1.0 / tau_o)\n", | |
" recip_alpha = nb.float32(1.0 / alpha)\n", | |
" recip_e0 = nb.float32(1.0 / e0)\n", | |
" k1 = nb.float32(4.3 * nu_0 * e0 * te)\n", | |
" k2 = nb.float32(epsilon * r_0 * e0 * te)\n", | |
" k3 = nb.float32(1.0 - epsilon)\n", | |
" \n", | |
" @numba.njit\n", | |
" def bold_step(state, x, dt):\n", | |
" s = state[0]\n", | |
" f = state[1]\n", | |
" v = state[2]\n", | |
" q = state[3]\n", | |
" ds = x - recip_tau_s * s - recip_tau_f * (f - 1)\n", | |
" df = s\n", | |
" dv = recip_tau_o * (f - v**recip_alpha)\n", | |
" dq = recip_tau_o * (f * (1 - (1 - e0)**(1 / f)) * recip_e0 - v**recip_alpha * (q / v))\n", | |
" s += dt * ds;\n", | |
" f += dt * df;\n", | |
" v += dt * dv;\n", | |
" q += dt * dq;\n", | |
" state[0] = s\n", | |
" state[1] = f\n", | |
" state[2] = v\n", | |
" state[3] = q\n", | |
" return v0 * (k1*(1 - q) + k2*(1 - q / v) + k3*(1 - v))\n", | |
" \n", | |
" @numba.jit(parallel=True)\n", | |
" def bold_loop(xs, dt):\n", | |
" nt, nn = xs.shape\n", | |
" state = np.zeros((nn, 4), 'f')\n", | |
" state[:,1:] += 1\n", | |
" out = np.zeros_like(xs)\n", | |
" for i in nb.prange(nn):\n", | |
" for t in range(nt):\n", | |
" out[t, i] = bold_step(state[i], xs[t, i], dt)\n", | |
" return out\n", | |
"\n", | |
" return bold_loop" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 16, | |
"id": "8e0f2687", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"loop = make_bold()" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 17, | |
"id": "48c360f5", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stderr", | |
"output_type": "stream", | |
"text": [ | |
"OMP: Info #273: omp_set_nested routine deprecated, please use omp_set_max_active_levels instead.\n" | |
] | |
} | |
], | |
"source": [ | |
"xs = np.random.randn(1024, 164)\n", | |
"bold = loop(xs,0.1)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 19, | |
"id": "92dc6ad2", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"Populating the interactive namespace from numpy and matplotlib\n" | |
] | |
} | |
], | |
"source": [ | |
"%pylab inline" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 22, | |
"id": "a1fafe96", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
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\n", | |
"text/plain": [ | |
"<Figure size 432x288 with 1 Axes>" | |
] | |
}, | |
"metadata": { | |
"needs_background": "light" | |
}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"plot(bold);" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"id": "1cb7bc5c", | |
"metadata": {}, | |
"outputs": [], | |
"source": [] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 3 (ipykernel)", | |
"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": "3.9.9" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 5 | |
} |
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