{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Gap Junctions\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/GapJunctions.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/GapJunctions.ipynb)" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2026-01-05T13:18:16.081234Z", "iopub.status.busy": "2026-01-05T13:18:16.080917Z", "iopub.status.idle": "2026-01-05T13:18:16.084724Z", "shell.execute_reply": "2026-01-05T13:18:16.084095Z" } }, "outputs": [], "source": [ "#!pip install ANNarchy" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A simple network with gap junctions.\n", "\n", "This is a reimplementation of the Brian example:\n", "\n", "http://brian2.readthedocs.org/en/2.0b3/examples/synapses.gapjunctions.html" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false, "execution": { "iopub.execute_input": "2026-01-05T13:18:16.086928Z", "iopub.status.busy": "2026-01-05T13:18:16.086638Z", "iopub.status.idle": "2026-01-05T13:18:25.648272Z", "shell.execute_reply": "2026-01-05T13:18:25.647595Z" }, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "ANNarchy 5.0 (5.0.0) on linux (posix).\n", "Compiling network 1... " ] }, { "name": "stdout", "output_type": "stream", "text": [ "OK \n" ] }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import ANNarchy as ann\n", "\n", "neuron = ann.Neuron(\n", " parameters = dict(v0 = 1.05, tau = 10.0),\n", " equations = \"tau * dv/dt = v0 - v + g_gap\",\n", " spike = \"v > 1.\",\n", " reset = \"v = 0.\"\n", ")\n", "\n", "gap_junction = ann.Synapse(\n", " psp = \"w * (pre.v - post.v)\"\n", ")\n", "\n", "net = ann.Network(dt=0.1)\n", "pop = net.create(10, neuron)\n", "pop.v = np.linspace(0., 1., 10)\n", "\n", "proj = net.connect(pop, pop, 'gap', gap_junction)\n", "proj.all_to_all(0.02)\n", "\n", "trace = net.monitor(pop[0] + pop[5], 'v')\n", "\n", "net.compile()\n", "\n", "net.simulate(500.)\n", "\n", "data = trace.get('v')\n", "\n", "plt.figure(figsize=(10, 8))\n", "plt.plot(data[:, 0])\n", "plt.plot(data[:, 1])\n", "plt.xlabel('Time (ms)')\n", "plt.ylabel('v')\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "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 }