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https://github.com/NikVard/memstim-hh
03 January 2024, 01:25:48 UTC
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  • Noise.ipynb
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Tip revision: 563f808f6c4f40630f5b8876cc0b440cdf4159e8 authored by NikVard on 22 September 2023, 08:19:24 UTC
[UPDATE] Updated default figure names in scripts
Tip revision: 563f808
Noise.ipynb
{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "431c4122-926e-4270-8b9e-28380a285784",
   "metadata": {},
   "source": [
    "# NOISE TEST\n",
    "\n",
    "### Brian2 stochastic noise\n",
    "\n",
    "Here we will test the efficacy of using `xi` vs using `1/sqrt(dt) * randn()` for evaluating differantial equations."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "b32a7508-756b-4f47-b916-00f1b8995fbf",
   "metadata": {},
   "outputs": [
    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 1152x576 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Start by importing brian2\n",
    "from brian2 import *\n",
    "\n",
    "# And defining our equations\n",
    "eqs_xi = '''\n",
    "    dv/dt = -v/tau + sigma*sqrt(2/tau)*xi : volt\n",
    "'''\n",
    "\n",
    "eqs_rnd = '''\n",
    "    dv/dt = -v/tau + noise : volt\n",
    "    noise = sigma*sqrt(2/tau)*randn()/sqrt(tstep) : volt/second (constant over dt)\n",
    "    tstep : second\n",
    "'''\n",
    "\n",
    "# And our variables\n",
    "tau = 10*ms\n",
    "sigma = 1*mV\n",
    "dt_sim = 1*ms\n",
    "defaultclock.dt = dt_sim\n",
    "\n",
    "# Define our groups\n",
    "G_xi = NeuronGroup(10, eqs_xi, method='heun')\n",
    "G_rnd = NeuronGroup(10, eqs_rnd, method='euler')\n",
    "G_rnd.tstep = defaultclock.dt\n",
    "\n",
    "# Add state monitors to see the voltage\n",
    "mon1 = StateMonitor(G_xi, 'v', record=True)\n",
    "mon2 = StateMonitor(G_rnd, ['v', 'noise'], record=True)\n",
    "\n",
    "# Make a network\n",
    "net = Network()\n",
    "net.add(G_xi)\n",
    "net.add(G_rnd)\n",
    "net.add(mon1)\n",
    "net.add(mon2)\n",
    "\n",
    "# Run a simulation\n",
    "net.run(1*second)\n",
    "\n",
    "# Plotting results\n",
    "fig = figure(figsize=(16,8))\n",
    "plt.plot(mon1.t/second, mon1.v[0]/mV, label=r\"Membrane Voltage [$\\xi_i$]\")\n",
    "plt.plot(mon2.t/second, mon2.v[0]/mV, label=r\"Membrane Voltage [randn()]\")\n",
    "plt.plot(mon2.t/second, mon2.noise[0], label=r\"Just noise\")\n",
    "plt.xlabel('Time / sec')\n",
    "plt.ylabel('Voltage / mV')\n",
    "plt.legend(loc=0)\n",
    "plt.grid(color='black', linestyle='--', linewidth=0.5, alpha=0.25, zorder=-10.)\n",
    "# plt.xlim([0, 0.5])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "56fac30d-9ad9-4714-9a27-e576205baefa",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 864x360 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Test temporal correlation using Pearson's correlation coefficients\n",
    "fig, axs = plt.subplots(1,3, figsize=(12,5), constrained_layout=True)\n",
    "\n",
    "imcorr_xi = axs[0].imshow(corrcoef((mon1.v[:,:50]/mV).T), origin='lower', vmin=-1, vmax=1)\n",
    "imcorr_rnd = axs[1].imshow(corrcoef((mon2.v[:,:50]/mV).T), origin='lower', vmin=-1, vmax=1)\n",
    "imcorr_xi = axs[2].imshow(corrcoef((mon2.noise[:,:50]/mV).T), origin='lower', vmin=-1, vmax=1)\n",
    "\n",
    "axs[0].set_title(r'Using $\\xi_{i}$')\n",
    "axs[1].set_title(r'Using randn()')\n",
    "axs[2].set_title(r'Just noise')\n",
    "\n",
    "# plt.colorbar(imcorr_xi, ax=axs[0])\n",
    "plt.colorbar(imcorr_rnd, ax=axs, shrink=0.6, location='right')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "c912b1d9-fb1e-456b-93a3-08b3b8f88477",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([-1277.70765381,  -987.41162718,  -697.11560054,  -406.8195739 ,\n",
       "        -116.52354726,   173.77247938,   464.06850602,   754.36453266,\n",
       "        1044.6605593 ,  1334.95658594])"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "bins[0:-1] + (bins[1]-bins[0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "e87fc3ee-77ed-4a72-8882-e8db1b77438b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x7efda793c7f0>]"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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aLo1Nhmv1JGEuKT4ymGsmDeD1tFxySqttx1FdpOWuekRjU/M7Uk8f0pukmFDbcdRJ3DZjKL4+wmOrM2xHUV2k5a56xGcZxeQfO67vSHVxfcOD+N6UQby5NY/9xZW246guaLPcReR5ESkSkZ0txu4TkXwR2ea4XdDisXtFJFNEvhCR85wVXLmXxak5xPQKYPZIPZDq6v7n7CEE+fvy9w91692dtWfLfSFwfivjjxpjTnXcVgCIyEjgGmCU4zX/EBE9cublDpfV8NHeIq6YOIAAP/1j0dXF9Ark+6cn8m56AV8crrAdR3VSm79pxpjPgCPt/HpzgSXGmFpjzEEgE5jUhXzKA7y66cSBVH1HqrtYcOZgegX48eiqfbajqE7qymbU7SKS7thtE+UYiwdaXnk3zzH2LSKyQETSRCStuLi4CzGUK2tsMry6KYfpyTEM6q0HUt1FZEgAN52RxPu7DrMzv8x2HNUJnS33p4EhwKnAIeCRjn4BY8yzxpgUY0xKbGxsJ2MoV/fJF0UUlNXoNVLd0M3Tk4gI9udvuvXuljpV7saYQmNMozGmCXiOr3a95AMt//ZOcIwpL7U4NYfYsEDOHdnXdhTVQeFB/iw4czAf7S1ic/ZR23FUB3Wq3EWk5Um4LwVOrKRZDlwjIoEikgQkAxu7FlG5q4Jjx/n4iyKuSknA31cPpLqj75+eSO/QAN337obasxTyFWA9MFxE8kTkZuBhEdkhIunADOBnAMaYXcBrwG7gfeA2Y0yj09Irl7ZkUy4GuOY03SXjrkID/fjR2UNYk1nChgOltuOoDhBjjO0MpKSkmLS0NNsxVDdqaGxi2kMfMaJfOItu0gVT7qymvpEzH/6YxN6hvHrrFETEdiTlICKbjTEprT2mfysrp/hobxGF5bX6jlQPEOTvy+3nDGVj1hHWZJbYjqPaSctdOcXijTn0DQ9k5og+tqOobnD1aQPoHxHEXz/Yhyv8ta/apuWuul3ukWo+3VfM1SkD8NMDqR4h0M+XO2Ymsz33GB/tLbIdR7WD/uapbvfqplwEuFrXtnuUKyYmMDA6hL+t2kdTk269uzotd9Wt6hqaeDUtl7OH9yE+Mth2HNWN/H19uHNmMrsKylm567DtOKoNWu6qW7238xDFFbXcOHWQ7SjKCeaNj2dIbCiPfriPRt16d2la7qpb/WdtFkkxoZyZrKeU8ES+PsJPzx3GvsJK3k0vsB1HfQctd9VttuUeY1vuMeZPHYSPj66F9lQXjoljRL8w/v5hBg2NTbbjqJPQclfdZtG6LEIDfLl8YoLtKMqJfHyEn80axsGSKt7cqqeOclVa7qpbFFXU8G56AVemDCAsyN92HOVks0f2ZUx8BI+tzqCuQbfeXZGWu+oWr6TmUt9o9ECqlxARfj5rGHlHj/P65ty2X6B6nJa76rK6hiZeTs3mrGGxDI7tZTuO6iFnD49lwsBInvwok5p6PT+gq9FyV1323s5DFFXU8v3TE21HUT1IRLhr9nAOldXwysYc23HUN2i5qy5btC6LxN4hnDVMlz96m9OH9GZyUjRPfbyf43W69e5KtNxVl6TnHWNLzjFunJqoyx+90Imt95LKWl5Yn2U7jmpBy111yULH8scrUnT5o7ealBTN9OQYnvl0P5W1DbbjKActd9VpJZW1vLv9EJdPTCBclz96tbtmD+dodT0L1x60HUU5aLmrTnslNYe6xiZunJpoO4qy7NQBkZx7Sh+e/ewAZcfrbcdRaLmrTqpvbOKl1GymJ8cwtI8uf1Tws1nDKK9p4N+fH7AdRaHlrjrp/Z2HKSyv5QfTEm1HUS5iVP8ILhjTj3+vOciRqjrbcbyelrvqlIXrshjUO4Szh+ll9NRXfnruMKrrG/nnZ/ttR/F6Wu6qw3bklbE5+6guf1TfMqxvGJeM68+idVkUVdTYjuPVtNxVhy1cl0VIgC9X6vJH1Yo7ZyZT32h4+hPderdJy111SEllLe9sL+DyCbr8UbVucGwvLhsfz8upORwqO247jtfSclcdsmRj8/LH+afr2R/Vyf1kZjLGGJ76ONN2FK+l5a7arb6xiZc25DiWP4bZjqNc2IDoEK5KGcCrm3LJPVJtO45X0nJX7bZy12EOl9cwX9+0pNrh9nOGIiI88VGG7SheSctdtduidVkMjA5hxghd/qjaFhcRzPWTB7JsSz4HS6psx/E6Wu6qXXbml7Ep6yg3Th2Ery5/VO30o7OH4O8rPPbhPttRvI6Wu2qXReuyCPb35cqUAbajKDfSJyyI+VMTeXt7ARmFFbbjeBUtd9Wm0spa3t5ewGUT4okI1uWPqmNuPWsIIf6+PKpb7z1Ky121acmmXOoamvQyeqpTokMDuOmMJFbsOMyugjLbcbxGm+UuIs+LSJGI7GwxFi0iq0Qkw/ExyjEuIvK4iGSKSLqITHBmeOV8DY1NvLQhm2lDe5PcV5c/qs754fTBhAf58egq3XrvKe3Zcl8InP+NsXuA1caYZGC143OAOUCy47YAeLp7YipbPthdyKGyGr5/epLtKMqNRQT7c8v0wXy4p4htucdsx/EKbZa7MeYz4Mg3hucCixz3FwHzWoy/YJptACJFJK6bsioLFq7NIiEqmHN0+aPqoh+ckURUiD9/XfkFxhjbcTxeZ/e59zXGHHLcPwz0ddyPB3JbPC/PMfYtIrJARNJEJK24uLiTMZQz7SooY2PWEeZPTdTlj6rLegX68ZOZyazJLGHZlnzbcTxelw+omub/gjv837Ax5lljTIoxJiU2NrarMZQTnFj+eJUuf1TdZP7URCYlRnP/O7v0pGJO1tlyLzyxu8Xxscgxng+0bIIEx5hyM0eq6nh7WwGXTognIkSXP6ru4eMjPHzFWBoaDfcs26G7Z5yos+W+HJjvuD8feLvF+I2OVTNTgLIWu2+UG1myKYfahiY9j4zqdokxodwzZwSf7ivm1U25bb9AdUp7lkK+AqwHhotInojcDDwIzBKRDOBcx+cAK4ADQCbwHPBjp6RWTtXQ2MRL67M5fUhvhvfT5Y+q+31vyiCmDu7NA//dQ95RPWukM7Rntcy1xpg4Y4y/MSbBGPNvY0ypMWamMSbZGHOuMeaI47nGGHObMWaIMWaMMSbN+VNQ3W3V7kIKymqYr29aUk5yYveMMYZfLUvX3TNOoO9QVd+ycF0W8ZHBnHtK37afrFQnDYgO4dcXnsLazFJeSs2xHcfjaLmrr9lzqJzUg0f07I+qR1w3aSDTk2P484o95JTq7pnupOWuvmbRuiyC/H24+jRd/qicT0R46PKx+Irwy6XbaWrS3TPdRctdfeloVR1vbs3n0vHxRIYE2I6jvET/yGD+96KRpB48wgvrs2zH8Rha7upLr6blNi9/1AOpqoddmZLAjOGxPPj+Xr1qUzfRcldA8/LHF9dnM2VwNCP6hduOo7yMiPDny8YS4OvDL1/fTqPunukyLXcFwId7isg/dlzP/qis6RcRxH2XjCIt+yj/WXvQdhy3p+WugOYDqc3LH/Xsj8qeS8fHc+4pfXl45RdkFlXajuPWtNwVew+Xs/5AKd+bOgg/X/2RUPaICH+6bDQhAb7c9fp2GhqbbEdyW/qbrFi0LptAPx+u1rM/KhfQJyyI388dzfbcYzz3ue6e6Swtdy93rLqON7fmcen4eKJCdfmjcg0Xj41jzuh+PLpqH18crrAdxy1puXu519JyqanX5Y/KtYgID8wbTViQH794fTv1unumw7TcvVhjk+GF9dlMTormlDhd/qhcS+9egTwwbzQ78st45pP9tuO4HS13L7Z6TyF5R4/zfd1qVy5qzpg4Lh7Xn8c/ymB3QbntOG5Fy92LLVyXRf+IIGaN1LM/Ktf1+0tGEREcwF2vb6euQXfPtJeWu5faV1jBuv2l3KDLH5WLiwoN4E+XjmbPoXKe/DjTdhy3ob/VXmrhuiwC/Xy45rSBtqMo1abZo/px2fh4nvo4k535ZbbjuAUtdy9UVl3Pm1vymXtqf6J1+aNyE/938ShiegXw89e2UdvQaDuOy9Ny90KvpeVyvL5Rlz8qtxIR4s+Dl41lX2Elj32YYTuOy9Ny9zKNTYYXNmQxKTGaUf0jbMdRqkNmjOjDVSkJPPPpfrblHrMdx6VpuXuZj/YWkXvkON+flmg7ilKd8tuLRtIvPIi7XttGTb3unjkZLXcvs2hdFnERQczW5Y/KTYUH+fPQFWPZX1zF31btsx3HZWm5e5GMwgrWZJZwwxRd/qjc2/TkWK6bPJDnPj/A5uwjtuO4JP0N9yKL1mcR4OfDtZN0+aNyf7++4BTiI4P5xevpHK/T3TPfpOXuJcqO17Nscz5zx+nyR+UZegX68fAVYzlYUsXDK/fajuNytNy9xOu6/FF5oNOHxDB/6iD+szaLDQdKbcdxKVruXuDE2R9PS4xidLwuf1Se5VdzRjCodwh3L02nqrbBdhyXoeXuBT75ooicI9W61a48UkiAH3+5Yhy5R6t58D3dPXOClrsXWLgui37hQZw3qp/tKEo5xaSkaG6alsSLG7JZm1liO45L0HL3cJlFFXyeUcINUwbir8sflQf7xezhDI4J5e6l6VTU1NuOY53+tnu4Reuydfmj8grBAb785cpxHCo7zp9W7LEdxzotdw9WXlPPsi15XDy2P717BdqOo5TTTRwUxS1nDuaVjbl8uq/YdhyrulTuIpIlIjtEZJuIpDnGokVklYhkOD5GdU9U1VGvp+VRXdeol9FTXuVn5w5jaJ9e/GppOmXHvXf3THdsuc8wxpxqjElxfH4PsNoYkwysdnyuelhTk+GF9VlMHBTFmARd/qi8R5C/L49cOY7iylr+8O5u23GsccZumbnAIsf9RcA8J3wP1YZP9hWRXVqtW+3KK40bEMmPzhrC0s15rN5TaDuOFV0tdwN8ICKbRWSBY6yvMeaQ4/5hoNXTD4rIAhFJE5G04mLv3jfmDAvXZdM3PJDzR+vyR+Wd7pg5lBH9wrj3jR0cq66zHafHdbXczzDGTADmALeJyJktHzTGGJr/A/gWY8yzxpgUY0xKbGxsF2OolvYXV/LZvmJumDxIlz8qrxXo58tfrxzHkao67n/H+3bPdOk33xiT7/hYBLwJTAIKRSQOwPGxqKshVce8sC6LAF8frp2syx+VdxsdH8Ht5wzlza35rNx12HacHtXpcheRUBEJO3EfmA3sBJYD8x1Pmw+83dWQqv0qaupZujmPi8bFEaPLH5XithlDGRkXzm/e3MGRKu/ZPdOVLfe+wBoR2Q5sBP5rjHkfeBCYJSIZwLmOz1UPWbo5jypd/qjUl/x9fXjkqnGUHa/nd2/vtB2nx/h19oXGmAPAuFbGS4GZXQmlOqepybBoXRYTBkYyNiHSdhylXMYpceHcOTOZv36wjzmjD3Hh2DjbkZxOj7Z5kE8ziskq1bM/KtWa/zlrCGMTIvjtWzsorqi1HcfptNw9xL7CCu5bvos+YYHMGe35WyVKdZSfrw+PXDmOqtpGfvvWDpoX83kuLXcP8Pa2fOY+uZbqukb+cf0EAvz0n1Wp1iT3DePns4exclchSzfn2Y7jVJ3e567sq2to4k8r9rBwXRanJUbx1HUT6BMeZDuWUi7tlumD+WhPEb9cmk5GUSW/mD3cIzeIPG9GXqKwvIZrn9vAwnVZ3DQticW3TNFiV6odfH2EF26exPWTB/LsZwe48pl1ZJdW2Y7V7bTc3dCGA6Vc+Pga9hwq54lrx/O7i0fqO1GV6oAgf1/+eOkYnr5+AgdLqrjw8TW8vS3fdqxupY3gRowxPPfZAa7/VyrhwX68dds0Lh7X33YspdzWnDFxrLhzOiP6hXHnkm388vXtHnORbS13N1FZ28Bti7fwxxV7mHVKX96+bRrD+obZjqWU20uICmHJginccc5Qlm7J4+In17CroMx2rC7TcncDmUUVzH1yDe/vPMy9c0bw9A0TCAvytx1LKY/h5+vDXbOH8/IPJ1NV28ClT61j4dqDbr1cUsvdxb2bXsAlT66l7Hg9L/1wMreeNQQRsR1LKY90+pAY3rvzTKYnx3DfO7u55YXNHHXT89Foubuo+sYmHnh3N7cv3sqIfmG8e8d0Th8SYzuWUh4vOjSAf81P4XcXjeSzfcXMeexzNhwotR2rw7TcXVBRRQ3XP5fKv9YcZP7UQSxZMJV+EbrMUameIiLcdEYSb/z4dIIDfLnuuQ38bdU+GhqbbEdrNy13F7Mp6wgXPb6G9Pxj/P3qU7l/7miPfIOFUu5gdHwE795xBpeOT+Dx1Rlc91wqBceO247VLtoaLsIYw/NrDnLtsxsICfDlrdumMW98vO1YSnm90EA/HrlqHH+/+lR2FZQx57HP3eLCH1ruLqCqtoE7XtnK79/dzYwRfVh+xxmM6BduO5ZSqoV54+P570+mMzA6hFtf3Mz/vrWTmvpG27FOSsvdsv3Flcx7ai0rdhzil+cN5583TCRclzkq5ZISY0JZ9qPTuWV6Ei9uyGbeU2vJLKqwHatVWu4Wvb/zEHOfXEtpVR0v3jyZ22YMxcdHlzkq5coC/Hz4zYUj+c8PTqO4opaLnljDko05LrcmXsvdgobGJv68Yg//89IWhvTpxbt3nMG0obrMUSl3MmN4H967czoTB0Vxzxs7uOOVrZTX1NuO9SUt9x5WXFHLDf9O5Z+fHeCGKQN57dYp9I8Mth1LKdUJfcKDePGmyfzyvOG8t/MwFzz2OVtyjtqOBWi596jN2Ue5+Ik1bM05xiNXjuOBeWMI9PO1HUsp1QU+PsJtM4by2q1TMQauemY9T3+yn6Ymu7tptNx7gDHNF66+5tn1BPj58MaPT+fyiQm2YymlutHEQVGsuHM6543qx0Pv7+XG5zdSVFFjLY+Wu5NV1zXws1e38X/Ld3Fmcizv3H4Go/pH2I6llHKCiGB/nrxuPH++bAxp2UeY8/fP+eSLIitZtNyd6GBJFZf9Yx1vby/grlnDeO7GFCJCdJmjUp5MRLh20kDeuf0MYnoF8v3/bOJPK/ZQ19Czpy7QcneSD3Yd5pIn1nC4vIaFP5jEHTOTdZmjUl4kuW8Yb98+jRum2Lmcn5Z7N2tsMjz8/l4WvLiZpNhQ3r3jDM4aFms7llLKgiB/Xx6YN4Znbuj5y/lpuXej0spa5j+/kX98sp9rJw3gtVunkhAVYjuWUsqy80fH8d5Pz/zycn6/6IHL+fk59at7kW25x/jxS5spqarj4cvHctVpA2xHUkq5kPjIYJYsmMLjqzN44uNMtuQc5YlrxzttgYW4wltmU1JSTFpamu0Y7WKMobiyloPFVWSVVnGwpJqDJZV8vLeYPuGBPHPDREbH62oYpdTJrd9fyk9f3crRqnrunzuKaycN7NTXEZHNxpiU1h7TLfeTOFZdx4GSKrJKqjjouGWVVpFVUk1liz+nAnx9GNg7hLmn9uc3F55CZEiAxdRKKXcwdUhv3rvzTO5eup2IYOesoPPqcq+sbfh6eZdUNRd6aRXHqr86R4SPwIDoEBJ7h5IyKJqkmFASY0IZHBNK/8hgfHUVjFKqg6JDA3juxhSnXRPZ48u9pr6R7NLmXScHS6q/KvPSKoorar/23P4RQSTGhHLhmDiSYkK/LPEBUSF6NSSlVLdz5sXuPaLc6xqayD1a/a1dKAeLqzhUXkPLwwoxvQJJiglhxvDYL7e+E2NCGRQdSnCAnudFKeUZnFbuInI+8BjgC/zLGPNgd3+Pj/cWcd87u8g7epzGFifpiQj2JzEmlMmDe5PYO5Sk2FCSeoeSGBNCmF4IQynlBZxS7iLiCzwFzALygE0istwYs7s7v090aACj4yO4eGz/r+0HjwrVg5pKKe/mrC33SUCmMeYAgIgsAeYC3Vru4wZE8tR1E7rzSyqllEdw1lHCeCC3xed5jrEvicgCEUkTkbTi4mInxVBKKe9kbQmIMeZZY0yKMSYlNlbPvaKUUt3JWeWeD7R8/32CY0wppVQPcFa5bwKSRSRJRAKAa4DlTvpeSimlvsEpB1SNMQ0icjuwkualkM8bY3Y543sppZT6NqetczfGrABWOOvrK6WUOjl9T71SSnkgLXellPJALnE+dxEpBrJt5+iCGKDEdogeoPP0PN4yV0+d5yBjTKtryV2i3N2diKSd7IT5nkTn6Xm8Za7eMs+WdLeMUkp5IC13pZTyQFru3eNZ2wF6iM7T83jLXL1lnl/Sfe5KKeWBdMtdKaU8kJa7Ukp5IC33NojIlSKyS0SaRCTlG4/dKyKZIvKFiJzXYvx8x1imiNzTYjxJRFId4686TqrmkkTkPhHJF5FtjtsFLR7r0LzdiSfMoSURyRKRHY5/wzTHWLSIrBKRDMfHKMe4iMjjjrmni4jLXglHRJ4XkSIR2dlirMPzEpH5judniMh8G3NxGmOM3r7jBpwCDAc+AVJajI8EtgOBQBKwn+aTpPk67g8GAhzPGel4zWvANY77zwA/sj2/75j3fcAvWhnv8Lzd5eYJc2hlTllAzDfGHgbucdy/B3jIcf8C4D1AgClAqu383zGvM4EJwM7OzguIBg44PkY57kfZnlt33XTLvQ3GmD3GmC9aeWgusMQYU2uMOQhk0nx5wS8vMWiMqQOWAHNFRIBzgKWO1y8C5jl9At2vQ/O2mLMzPGEO7TGX5p8/+PrP4VzgBdNsAxApInEW8rXJGPMZcOQbwx2d13nAKmPMEWPMUWAVcL7Tw/cQLffOO9mlBE823hs4Zoxp+Ma4K7vd8Wfs8yf+xKXj83YnnjCHbzLAByKyWUQWOMb6GmMOOe4fBvo67rv7/Ds6L3ef73dy2il/3YmIfAj0a+Wh3xhj3u7pPD3lu+YNPA38geZy+APwCHBTz6VT3eQMY0y+iPQBVonI3pYPGmOMiHjcemhPnVdHaLkDxphzO/Gy77qUYGvjpTT/Oejn2Hq3funB9s5bRJ4D3nV82tF5uxOPuzykMSbf8bFIRN6keddToYjEGWMOOXZPFDme7u7z7+i88oGzvzH+SQ/k7BG6W6bzlgPXiEigiCQBycBGTnKJQdN8BOdj4ArH6+cDLvtXwTf2tV4KnFiV0KF592TmbuAJc/iSiISKSNiJ+8Bsmv8dl9P88wdf/zlcDtzoWF0yBShrsZvDHXR0XiuB2SIS5djtONsx5hlsH9F19RvNxZYH1AKFwMoWj/2G5tUVXwBzWoxfAOxzPPabFuODaS7CTOB1IND2/L5j3i8CO4B0mn854jo7b3e6ecIcWsxlMM0rfrYDu07Mh+bjP6uBDOBDINoxLsBTjrnvoMXqMFe7Aa8Ah4B6x+/nzZ2ZF827GjMdtx/Ynld33vT0A0op5YF0t4xSSnkgLXellPJAWu5KKeWBtNyVUsoDabkrpZQH0nJXSikPpOWulFIe6P8B00c0FJNalF4AAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "counts, bins = histogram(mon2.noise[0]/mV)\n",
    "plt.plot(bins[0:-1] + (bins[1]-bins[0]), counts)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "61e12a43-e24d-4551-8832-f4eaddef72b9",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Note: The noise term for a Hodgkin-Huxley neuron in the equations can be added as shown here\n",
    "# https://brian.discourse.group/t/how-to-add-stochastic-equations-with-exponential-euler/259/2\n",
    "eqs_noise = '''\n",
    "noise = sigma*(2*gl/Cm)**.5*randn()/sqrt(dt) : volt/second (constant over dt)\n",
    "'''"
   ]
  }
 ],
 "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": "3.9.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}

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