{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Short-term Plasticity and Synchrony\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/STP.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/STP.ipynb)" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2026-01-05T13:49:52.157343Z", "iopub.status.busy": "2026-01-05T13:49:52.157015Z", "iopub.status.idle": "2026-01-05T13:49:52.160955Z", "shell.execute_reply": "2026-01-05T13:49:52.160291Z" } }, "outputs": [], "source": [ "#!pip install ANNarchy" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Implementation of the recurrent network with short-term plasticity (STP) proposed in:\n", "\n", "> Tsodyks, Uziel and Markram (2000). Synchrony Generation in Recurrent Networks with Frequency-Dependent Synapses, The Journal of Neuroscience, 20(50)." ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2026-01-05T13:49:52.163473Z", "iopub.status.busy": "2026-01-05T13:49:52.163251Z", "iopub.status.idle": "2026-01-05T13:49:52.791730Z", "shell.execute_reply": "2026-01-05T13:49:52.791005Z" }, "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", "import matplotlib.pyplot as plt\n", "import ANNarchy as ann" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This network uses simple leaky integrate-and-fire (LIF) neurons:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2026-01-05T13:49:52.825674Z", "iopub.status.busy": "2026-01-05T13:49:52.825161Z", "iopub.status.idle": "2026-01-05T13:49:53.027831Z", "shell.execute_reply": "2026-01-05T13:49:53.027193Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "LIF = ann.Neuron(\n", " parameters = dict(\n", " tau = 30.0,\n", " I = ann.Parameter(15.0),\n", " tau_I = 3.0,\n", " ),\n", " equations = [\n", " ann.Variable('tau * dv/dt = -v + g_exc - g_inh + I', init=13.5),\n", " ann.Variable('tau_I * dg_exc/dt = -g_exc'),\n", " ann.Variable('tau_I * dg_inh/dt = -g_inh'),\n", " ],\n", " spike = \"v > 15.0\",\n", " reset = \"v = 13.5\",\n", " refractory = 3.0\n", ")\n", "\n", "net = ann.Network(dt=0.25)\n", "\n", "P = net.create(geometry=500, neuron=LIF)\n", "P.I = np.sort(ann.Uniform(14.625, 15.375).get_values(500))\n", "P.v = ann.Uniform(0.0, 15.0)\n", "Exc = P[:400]\n", "Inh = P[400:]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Short-term plasticity can be defined by dynamical changes of synaptic efficiency, based on pre- or post-synaptic activity.\n", "\n", "We define a STP synapse, whose post-pynaptic potential (psp, define by `g_target`) depends not only on the weight `w` and the emission of pre-synaptic spike, but also on intra-synaptic variables `x` and `u`:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2026-01-05T13:49:53.030572Z", "iopub.status.busy": "2026-01-05T13:49:53.030339Z", "iopub.status.idle": "2026-01-05T13:49:53.034499Z", "shell.execute_reply": "2026-01-05T13:49:53.033799Z" } }, "outputs": [], "source": [ "STP = ann.Synapse(\n", " parameters = dict(\n", " tau_rec = ann.Parameter(1.0),\n", " tau_facil = ann.Parameter(1.0),\n", " U = ann.Parameter(0.1),\n", " ),\n", " equations = [\n", " ann.Variable('dx/dt = (1 - x)/tau_rec', init = 1.0, method='event-driven'),\n", " ann.Variable('du/dt = (U - u)/tau_facil', init = 0.1, method='event-driven'),\n", " ],\n", " pre_spike=\"\"\"\n", " g_target += w * u * x\n", " x *= (1 - u)\n", " u += U * (1 - u)\n", " \"\"\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Creating the projection between the excitatory and inhibitory is straightforward when the right parameters are chosen:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2026-01-05T13:49:53.037002Z", "iopub.status.busy": "2026-01-05T13:49:53.036739Z", "iopub.status.idle": "2026-01-05T13:49:53.166683Z", "shell.execute_reply": "2026-01-05T13:49:53.165987Z" } }, "outputs": [], "source": [ "# Parameters for the synapses\n", "Aee = 1.8\n", "Aei = 5.4\n", "Aie = 7.2\n", "Aii = 7.2\n", "\n", "Uee = 0.5\n", "Uei = 0.5\n", "Uie = 0.04\n", "Uii = 0.04\n", "\n", "tau_rec_ee = 800.0\n", "tau_rec_ei = 800.0\n", "tau_rec_ie = 100.0\n", "tau_rec_ii = 100.0\n", "\n", "tau_facil_ie = 1000.0\n", "tau_facil_ii = 1000.0\n", "\n", "# Create projections\n", "proj_ee = net.connect(pre=Exc, post=Exc, target='exc', synapse=STP)\n", "proj_ee.fixed_probability(probability=0.1, weights=ann.Normal(Aee, (Aee/2.0), min=0.2*Aee, max=2.0*Aee)) \n", "proj_ee.U = ann.Normal(Uee, (Uee/2.0), min=0.1, max=0.9)\n", "proj_ee.tau_rec = ann.Normal(tau_rec_ee, (tau_rec_ee/2.0), min=5.0)\n", "proj_ee.tau_facil = net.dt # Cannot be 0!\n", "\n", "proj_ei = net.connect(pre=Inh, post=Exc, target='inh', synapse=STP)\n", "proj_ei.fixed_probability(probability=0.1, weights=ann.Normal(Aei, (Aei/2.0), min=0.2*Aei, max=2.0*Aei))\n", "proj_ei.U = ann.Normal(Uei, (Uei/2.0), min=0.1, max=0.9)\n", "proj_ei.tau_rec = ann.Normal(tau_rec_ei, (tau_rec_ei/2.0), min=5.0)\n", "proj_ei.tau_facil = net.dt # Cannot be 0!\n", "\n", "proj_ie = net.connect(pre=Exc, post=Inh, target='exc', synapse=STP)\n", "proj_ie.fixed_probability(probability=0.1, weights=ann.Normal(Aie, (Aie/2.0), min=0.2*Aie, max=2.0*Aie))\n", "proj_ie.U = ann.Normal(Uie, (Uie/2.0), min=0.001, max=0.07)\n", "proj_ie.tau_rec = ann.Normal(tau_rec_ie, (tau_rec_ie/2.0), min=5.0)\n", "proj_ie.tau_facil = ann.Normal(tau_facil_ie, (tau_facil_ie/2.0), min=5.0)\n", "\n", "proj_ii = net.connect(pre=Inh, post=Inh, target='inh', synapse=STP)\n", "proj_ii.fixed_probability(probability=0.1, weights=ann.Normal(Aii, (Aii/2.0), min=0.2*Aii, max=2.0*Aii))\n", "proj_ii.U = ann.Normal(Uii, (Uii/2.0), min=0.001, max=0.07)\n", "proj_ii.tau_rec = ann.Normal(tau_rec_ii, (tau_rec_ii/2.0), min=5.0)\n", "proj_ii.tau_facil = ann.Normal(tau_facil_ii, (tau_facil_ii/2.0), min=5.0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We compile and simulate for 10 seconds:" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2026-01-05T13:49:53.169321Z", "iopub.status.busy": "2026-01-05T13:49:53.169087Z", "iopub.status.idle": "2026-01-05T13:50:06.440917Z", "shell.execute_reply": "2026-01-05T13:50:06.440239Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Compiling network 1... " ] }, { "name": "stdout", "output_type": "stream", "text": [ "OK \n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Simulating 10.0 seconds of the network 1 took 0.1196744441986084 seconds. \n" ] } ], "source": [ "# Compile\n", "net.compile()\n", "\n", "# Record\n", "Me = net.monitor(Exc, 'spike')\n", "Mi = net.monitor(Inh, 'spike')\n", "\n", "# Simulate\n", "duration = 10000.0\n", "net.simulate(duration, measure_time=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We retrieve the recordings and plot them:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2026-01-05T13:50:06.442928Z", "iopub.status.busy": "2026-01-05T13:50:06.442694Z", "iopub.status.idle": "2026-01-05T13:50:06.494477Z", "shell.execute_reply": "2026-01-05T13:50:06.493828Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "# Retrieve recordings\n", "data_exc = Me.get()\n", "data_inh = Mi.get()\n", "te, ne = Me.raster_plot(data_exc['spike'])\n", "ti, ni = Mi.raster_plot(data_inh['spike'])\n", "\n", "# Histogram of the exc population\n", "h = Me.histogram(data_exc['spike'], bins=1.0)\n", "\n", "# Mean firing rate of each excitatory neuron\n", "rates = []\n", "for neur in data_exc['spike'].keys():\n", " rates.append(len(data_exc['spike'][neur])/duration*1000.0)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2026-01-05T13:50:06.496440Z", "iopub.status.busy": "2026-01-05T13:50:06.496210Z", "iopub.status.idle": "2026-01-05T13:50:06.826202Z", "shell.execute_reply": "2026-01-05T13:50:06.825443Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(12, 10))\n", "plt.subplot(3,1,1)\n", "plt.plot(te, ne, 'b.', markersize=1.0)\n", "plt.plot(ti, ni, 'b.', markersize=1.0)\n", "plt.xlim((0, duration)); plt.ylim((0,500))\n", "plt.xlabel('Time (ms)')\n", "plt.ylabel('# neuron')\n", "\n", "plt.subplot(3,1,2)\n", "plt.plot(h/400.)\n", "plt.xlabel('Time (ms)')\n", "plt.ylabel('Net activity')\n", "plt.xlim((0, duration))\n", "\n", "plt.subplot(3,1,3)\n", "plt.plot(sorted(rates))\n", "plt.ylabel('Spikes / sec')\n", "plt.xlabel('# neuron')\n", "plt.xlim((0, len(rates)))\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "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": "3.10.15" } }, "nbformat": 4, "nbformat_minor": 4 }