{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Homeostatic STDP\n", "\n", "[![Download JupyterNotebook](https://img.shields.io/badge/Download-Notebook-orange?style=for-the-badge&logo=Jupyter)](https://raw.githubusercontent.com/ANNarchy/ANNarchy.github.io/master/notebooks/Ramp.ipynb) [![Download JupyterNotebook](https://img.shields.io/badge/Open_in-Colab-blue?style=for-the-badge&logo=Jupyter)](https://colab.research.google.com/github/ANNarchy/ANNarchy.github.io/blob/master/notebooks/Ramp.ipynb)" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2026-01-05T13:45:04.620797Z", "iopub.status.busy": "2026-01-05T13:45:04.620439Z", "iopub.status.idle": "2026-01-05T13:45:04.624790Z", "shell.execute_reply": "2026-01-05T13:45:04.624009Z" } }, "outputs": [], "source": [ "#!pip install ANNarchy" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This example is a reimplementation of the mechanism described in:\n", "\n", "> Carlson, K.D.; Richert, M.; Dutt, N.; Krichmar, J.L., \"Biologically plausible models of homeostasis and STDP: Stability and learning in spiking neural networks,\" in Neural Networks (IJCNN), The 2013 International Joint Conference on , vol., no., pp.1-8, 4-9 Aug. 2013. doi: 10.1109/IJCNN.2013.6706961\n", "\n", "It is based on the corresponding Carlsim tutorial:\n", "\n", "http://www.socsci.uci.edu/~jkrichma/CARLsim/doc/tut3_plasticity.html\n", "\n", "This notebook focuses on the simple \"Ramp\" experiment, but the principle is similar for the self-organizing receptive fields (SORF) in the next notebook." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2026-01-05T13:45:04.627249Z", "iopub.status.busy": "2026-01-05T13:45:04.626998Z", "iopub.status.idle": "2026-01-05T13:45:05.260558Z", "shell.execute_reply": "2026-01-05T13:45:05.259928Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "ANNarchy 5.0 (5.0.0) on linux (posix).\n" ] } ], "source": [ "import numpy as np\n", "\n", "import ANNarchy as ann" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The network uses regular-spiking Izhikevich neurons (see the `Izhikevich` notebook), but using exponentially-decaying conductances and NMDA synapses:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2026-01-05T13:45:05.292494Z", "iopub.status.busy": "2026-01-05T13:45:05.292027Z", "iopub.status.idle": "2026-01-05T13:45:05.299167Z", "shell.execute_reply": "2026-01-05T13:45:05.298372Z" } }, "outputs": [], "source": [ "RSNeuron = ann.Neuron(\n", " parameters = dict(\n", " a = 0.02,\n", " b = 0.2,\n", " c = -65.,\n", " d = 8.,\n", " tau_ampa = 5.,\n", " tau_nmda = 150.,\n", " vrev = 0.0,\n", " ),\n", " equations = [\n", " # Inputs\n", " ann.Variable('I = g_ampa * (vrev - v) + g_nmda * nmda(v, -80.0, 60.0) * (vrev -v)'),\n", "\n", " # Membrane potential and recovery variable are solved using the midpoint method for stability \n", " ann.Variable('dv/dt = (0.04 * v + 5.0) * v + 140.0 - u + I', init=-65., method='midpoint'),\n", " ann.Variable('du/dt = a * (b*v - u)', init=-13., method='midpoint'),\n", "\n", " # AMPA and NMDA conductances\n", " ann.Variable('tau_ampa * dg_ampa/dt = -g_ampa', method='exponential'),\n", " ann.Variable('tau_nmda * dg_nmda/dt = -g_nmda', method='exponential'),\n", " ], \n", " spike = \"v >= 30.\", \n", " reset = [\n", " \"v = c\",\n", " \"u += d\",\n", " ],\n", " functions = \"\"\"\n", " nmda(v, t, s) = ((v-t)/(s))^2 / (1.0 + ((v-t)/(s))^2)\n", " \"\"\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The main particularity about NMDA synaptic models is that a single synaptic connection influences two conductances:\n", "\n", "1) The AMPA conductance, which primarily drives the post-synaptic neuron:\n", "\n", "$$\n", " I_\\text{AMPA} = g_\\text{AMPA} \\times (V_\\text{rev} - V)\n", "$$\n", "\n", "2) The NMDA conductance, which is non-linearly dependent on the membrane potential:\n", "\n", "$$\n", " I_\\text{NMDA} = g_\\text{NMDA} \\times \\frac{(\\frac{V - V_\\text{NMDA}}{\\sigma})^2}{1 + (\\frac{V - V_\\text{NMDA}}{\\sigma})^2} \\times (V_\\text{rev} - V)\n", "$$\n", "\n", "In short, the NMDA conductance only increases if the post-synaptic neuron is already depolarized.\n", "\n", "The `nmda` function is defined in the `functions` argument for readability. The parameters $V_\\text{NMDA} =-80 \\text{mV}$ and $\\sigma = 60 \\text{mV}$ are here hardcoded in the equation, but they could be defined as global parameters.\n", "\n", "The AMPA and NMDA conductances are exponentially decreasing with different time constants:\n", "\n", "$$\n", " \\tau_\\text{AMPA} \\frac{dg_\\text{AMPA}(t)}{dt} + g_\\text{AMPA}(t) = 0\n", "$$\n", "$$\n", " \\tau_\\text{NMDA} \\frac{dg_\\text{NMDA}(t)}{dt} + g_\\text{NMDA}(t) = 0\n", "$$\n", "\n", "Another thing to notice in this neuron model is that the differential equations for the membrane potential and recovery variable are solved concurrently using the midpoint numerical method for stability: the semi-implicit method initially proposed by Izhikevich would fail." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2026-01-05T13:45:05.301029Z", "iopub.status.busy": "2026-01-05T13:45:05.300714Z", "iopub.status.idle": "2026-01-05T13:45:05.313925Z", "shell.execute_reply": "2026-01-05T13:45:05.313198Z" } }, "outputs": [], "source": [ "net = ann.Network()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The input of the network is a population of 100 Poisson neurons, whose firing rate vary linearly from 0.2 to 20 Hz:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2026-01-05T13:45:05.316475Z", "iopub.status.busy": "2026-01-05T13:45:05.316151Z", "iopub.status.idle": "2026-01-05T13:45:05.368490Z", "shell.execute_reply": "2026-01-05T13:45:05.367919Z" } }, "outputs": [], "source": [ "# Input population\n", "inp = net.create(ann.PoissonPopulation(100, rates=np.linspace(0.2, 20., 100)))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will consider two RS neurons, one learning inputs from the Poisson population using the regular STDP, the other learning using the proposed homeostatic STDP:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2026-01-05T13:45:05.370703Z", "iopub.status.busy": "2026-01-05T13:45:05.370527Z", "iopub.status.idle": "2026-01-05T13:45:05.887515Z", "shell.execute_reply": "2026-01-05T13:45:05.886847Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "WARNING: Population is deprecated. Please use ann.Network().create() instead. \n" ] } ], "source": [ "# RS neuron without homeostatic mechanism\n", "pop1 = net.create(ann.Population(1, RSNeuron))\n", "\n", "# RS neuron with homeostatic mechanism\n", "pop2 = net.create(ann.Population(1, RSNeuron))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The regular STDP used in the article is a nearest-neighbour variant, which integrates LTP and LTD traces triggered after each pre- or post-synaptic spikes, respectively.\n", "\n", "Contrary to the STDP synapse provided by ANNarchy, weight changes occur at each each time step:\n", "\n", "* In a post-pre interval, weight changes follow the LTP trace,\n", "* In a pre-post interval, weight changes follow the LTD trace.\n", "\n", "The weights are clipped between 0 and $w_\\text{max}$." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2026-01-05T13:45:05.890304Z", "iopub.status.busy": "2026-01-05T13:45:05.890099Z", "iopub.status.idle": "2026-01-05T13:45:05.893840Z", "shell.execute_reply": "2026-01-05T13:45:05.893382Z" } }, "outputs": [], "source": [ "nearest_neighbour_stdp = ann.Synapse(\n", " parameters = dict(\n", " tau_plus = 20.,\n", " tau_minus = 60.,\n", " A_plus = 0.0002,\n", " A_minus = 0.000066,\n", " w_max = 0.03,\n", " ),\n", " equations = [\n", " # Traces\n", " ann.Variable('tau_plus * dltp/dt = -ltp', method='exponential'),\n", " ann.Variable('tau_minus * dltd/dt = -ltd', method='exponential'),\n", " \n", " # Nearest-neighbour\n", " ann.Variable('w += if t_post >= t_pre: ltp else: - ltd', min=0.0, max='w_max')\n", " ],\n", " pre_spike = [\n", " 'g_target += w',\n", " 'ltp = A_plus',\n", " ], \n", " post_spike=\"\"\"\n", " ltd = A_minus \n", " \"\"\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The homeostatic STDP rule proposed by Carlson et al. is more complex. It has a regular STDP part (the nearest-neighbour variant above) and a homeostatic regularization part, ensuring that the post-synaptic firing rate $R$ does not exceed a target firing rate $R_\\text{target}$ = 35 Hz.\n", "\n", "The firing rate of a spiking neuron can be automatically computed by ANNarchy (see later). It is then accessible as the variable `r` of the neuron (as if it were a regular rate-coded neuron).\n", "\n", "The homeostatic STDP rule is defined by:\n", "\n", "$$\n", " \\Delta w = K \\, (\\alpha \\, (1 - \\frac{R}{R_\\text{target}}) \\, w + \\beta \\, \\text{stdp} )\n", "$$\n", "\n", "where stdp is the regular STDP weight change, and $K$ is a firing rate-dependent learning rate:\n", "\n", "$$\n", " K = \\frac{R}{ T \\, (1 + |1 - \\gamma \\, \\frac{R}{R_\\text{target}}|})\n", "$$\n", "\n", "with $T$ being the window over which the mean firing rate is computed (5 seconds) and $\\alpha$, $\\beta$, $\\gamma$ are parameters." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2026-01-05T13:45:05.896115Z", "iopub.status.busy": "2026-01-05T13:45:05.895875Z", "iopub.status.idle": "2026-01-05T13:45:05.901003Z", "shell.execute_reply": "2026-01-05T13:45:05.900450Z" } }, "outputs": [], "source": [ "homeo_stdp = ann.Synapse(\n", " parameters=dict(\n", " # STDP\n", " tau_plus = 20.,\n", " tau_minus = 60.,\n", " A_plus = 0.0002,\n", " A_minus = 0.000066,\n", " w_min = 0.0,\n", " w_max = 0.03,\n", "\n", " # Homeostatic regulation\n", " alpha = 0.1,\n", " beta = 1.0,\n", " gamma = 50.,\n", " Rtarget = 35.,\n", " T = 5000.,\n", " ),\n", " equations = [\n", " # Traces\n", " ann.Variable('tau_plus * dltp/dt = -ltp', method='exponential'),\n", " ann.Variable('tau_minus * dltd/dt = -ltd', method='exponential'),\n", "\n", " # Homeostatic values\n", " ann.Variable('R = post.r', locality = 'semiglobal'),\n", " ann.Variable('K = R/(T * (1. + fabs(1. - R / Rtarget) * gamma))', locality = 'semiglobal'),\n", "\n", " # Nearest-neighbour\n", " ann.Variable('stdp = if t_post >= t_pre: ltp else: - ltd'),\n", " ann.Variable('w += (alpha * w * (1- R/Rtarget) + beta * stdp ) * K', min='w_min', max='w_max'),\n", " ],\n", " pre_spike = [\n", " 'g_target += w',\n", " 'ltp = A_plus',\n", " ], \n", " post_spike=\"\"\"\n", " ltd = A_minus \n", " \"\"\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This rule necessitates that the post-synaptic neurons compute their average firing rate over a 5 seconds window. This has to be explicitely enabled, as it would be computationally too expensive to allow it by default:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2026-01-05T13:45:05.902802Z", "iopub.status.busy": "2026-01-05T13:45:05.902571Z", "iopub.status.idle": "2026-01-05T13:45:05.911717Z", "shell.execute_reply": "2026-01-05T13:45:05.911046Z" } }, "outputs": [], "source": [ "pop1.compute_firing_rate(5000.)\n", "pop2.compute_firing_rate(5000.)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now fully connect the input population to the two neurons with random weights:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2026-01-05T13:45:05.914305Z", "iopub.status.busy": "2026-01-05T13:45:05.913981Z", "iopub.status.idle": "2026-01-05T13:45:06.005611Z", "shell.execute_reply": "2026-01-05T13:45:06.005069Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Projection without homeostatic mechanism\n", "proj1 = net.connect(inp, pop1, ['ampa', 'nmda'], synapse=nearest_neighbour_stdp)\n", "proj1.all_to_all(ann.Uniform(0.01, 0.03))\n", "\n", "# Projection with homeostatic mechanism\n", "proj2 = net.connect(inp, pop2, ['ampa', 'nmda'], synapse=homeo_stdp)\n", "proj2.all_to_all(weights=ann.Uniform(0.01, 0.03))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that the same weights will target both AMPA and NMDA conductances in the post-synaptic neurons. By default, the argument `target` of Projection should be a string, but you can also pass a list of strings to reach several conductances with the same weights." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now compile and simulate for 1000 seconds while recording the relevat information:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2026-01-05T13:45:06.007921Z", "iopub.status.busy": "2026-01-05T13:45:06.007716Z", "iopub.status.idle": "2026-01-05T13:45:18.855608Z", "shell.execute_reply": "2026-01-05T13:45:18.855007Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Compiling network 1... " ] }, { "name": "stdout", "output_type": "stream", "text": [ "OK \n" ] } ], "source": [ "net.compile()" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "execution": { "iopub.execute_input": "2026-01-05T13:45:18.857529Z", "iopub.status.busy": "2026-01-05T13:45:18.857281Z", "iopub.status.idle": "2026-01-05T13:45:22.699915Z", "shell.execute_reply": "2026-01-05T13:45:22.699345Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Simulating 1000.0 seconds of the network 1 took 2.3411340713500977 seconds. \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Mean Firing Rate without homeostasis: 55.604460400000015\n", "Mean Firing Rate with homeostasis: 35.2171636\n" ] } ], "source": [ "# Record\n", "m1 = net.monitor(pop1, 'r')\n", "m2 = net.monitor(pop2, 'r')\n", "m3 = net.monitor(proj1[0], 'w', period=1000.)\n", "m4 = net.monitor(proj2[0], 'w', period=1000.)\n", "\n", "# Simulate\n", "T = 1000 # 1000s\n", "net.simulate(T*1000., True)\n", "\n", "# Get the data\n", "data1 = m1.get('r')\n", "data2 = m2.get('r')\n", "data3 = m3.get('w')\n", "data4 = m4.get('w')\n", "\n", "print('Mean Firing Rate without homeostasis:', np.mean(data1[:, 0]))\n", "print('Mean Firing Rate with homeostasis:', np.mean(data2[:, 0]))" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2026-01-05T13:45:22.702128Z", "iopub.status.busy": "2026-01-05T13:45:22.701914Z", "iopub.status.idle": "2026-01-05T13:45:23.156121Z", "shell.execute_reply": "2026-01-05T13:45:23.155553Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "plt.figure(figsize=(15, 10))\n", "\n", "plt.subplot(311)\n", "plt.plot(np.linspace(0, T, len(data1[:, 0])), data1[:, 0], 'r-', label=\"Without homeostasis\")\n", "plt.plot(np.linspace(0, T, len(data2[:, 0])), data2[:, 0], 'b-', label=\"With homeostasis\")\n", "plt.xlabel('Time (s)')\n", "plt.ylabel('Firing rate (Hz)')\n", "\n", "plt.subplot(312)\n", "plt.plot(data3[-1, :], 'r-')\n", "plt.plot(data4[-1, :], 'bx')\n", "axes = plt.gca()\n", "axes.set_ylim([0., 0.035])\n", "plt.xlabel('# neuron')\n", "plt.ylabel('Weights after 1000s')\n", "\n", "plt.subplot(313)\n", "plt.imshow(np.array(data4, dtype='float').T, aspect='auto', cmap='hot')\n", "plt.xlabel('Time (s)')\n", "plt.ylabel('# neuron')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We see that without homeostasis, the post-synaptic neuron reaches quickly a firing of 55 Hz, with all weights saturating at their maximum value 0.03. This is true even for inputs as low as 0.2Hz.\n", "\n", "Meanwhile, with homeostasis, the post-synaptic neuron gets a firing rate of 35 Hz (its desired value), and the weights from the input population are proportional to the underlying activity." ] } ], "metadata": { "kernelspec": { "display_name": ".venv", "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": "3.10.15" } }, "nbformat": 4, "nbformat_minor": 4 }