{ "cells": [ { "cell_type": "markdown", "id": "8a93ac9d-e3ca-42b3-942d-b48333fa29d6", "metadata": {}, "source": [ "# Microcircuit example" ] }, { "cell_type": "markdown", "id": "919362c8-9161-47aa-a8d4-a15dea53e0ca", "metadata": {}, "source": [ "```{raw} html\n\n
\n \"Try\n \u2b07 Download this notebook\n
\n```" ] }, { "cell_type": "markdown", "id": "530f9177-70b1-4fec-8dc9-65a15f4f2dad", "metadata": {}, "source": [ "## Step 1: Import the package" ] }, { "cell_type": "markdown", "id": "a91f4bf5-eb0b-464d-9949-b7957292d7a4", "metadata": {}, "source": [ "Import the microcircuit python package and the default parameters:" ] }, { "cell_type": "code", "execution_count": 1, "id": "13a9bd21-dbb1-491b-9f1b-f299d106f5c8", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", " -- N E S T --\n", " Copyright (C) 2004 The NEST Initiative\n", "\n", " Version: 3.9.0\n", " Built: Dec 10 2025 08:34:56\n", "\n", " This program is provided AS IS and comes with\n", " NO WARRANTY. See the file LICENSE for details.\n", "\n", " Problems or suggestions?\n", " Visit https://www.nest-simulator.org\n", "\n", " Type 'nest.help()' to find out more about NEST.\n", "\n" ] } ], "source": [ "from microcircuit import network\n", "from microcircuit.network_params import default_net_dict as net_dict\n", "from microcircuit.sim_params import default_sim_dict as sim_dict\n", "from microcircuit.stimulus_params import default_stim_dict as stim_dict" ] }, { "cell_type": "markdown", "id": "c9cf3183-5353-4197-be51-58aab3f8660c", "metadata": {}, "source": [ "## Step 2: Configure the network and the simulation environment." ] }, { "cell_type": "markdown", "id": "0ec4ff69-f21b-406c-b1d3-8746f0714355", "metadata": {}, "source": [ "Overwrite the default scaling factor to reduce the network size. The parameters `N_scaling` and `K_scaling` scale the total number of neurons and the total number of synapses, respectively." ] }, { "cell_type": "code", "execution_count": 2, "id": "d7d2d0cf-c62a-41a2-a397-5bda8632b11d", "metadata": {}, "outputs": [], "source": [ "scaling_factor = 0.2\n", "net_dict[\"N_scaling\"] = scaling_factor\n", "net_dict[\"K_scaling\"] = scaling_factor" ] }, { "cell_type": "markdown", "id": "59e82755-9086-45bf-99bc-a091c5757f95", "metadata": {}, "source": [ "Set the simulation time (in ms) and the path to the simulation data. Suppress printing the simulation progress to screen." ] }, { "cell_type": "code", "execution_count": 3, "id": "5104ec11-40b0-4136-83ef-06fdaee938a7", "metadata": {}, "outputs": [], "source": [ "sim_dict['sim_time'] = 200.\n", "sim_dict['data_path'] = 'data/'\n", "sim_dict['print_time'] = False" ] }, { "cell_type": "markdown", "id": "04730bdc-9de1-446f-afb1-38c9ec48d5fe", "metadata": {}, "source": [ "## Step 3: Create the network" ] }, { "cell_type": "markdown", "id": "5e7f0d89-2044-4aed-ad98-afc54d6f26ac", "metadata": {}, "source": [ "Instantiate the network. At this point, the primary parameters stored in `sim_dict`, `net_dict`, and `stim_dict` are attached to the network instance, and all secondary parameters are computed." ] }, { "cell_type": "code", "execution_count": 4, "id": "04067865-926d-4f56-b91d-63cd9a7a9687", "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Data will be written to: data/\n", " Directory already existed. Old data will be overwritten.\n", "\n", "Neuron numbers are scaled by a factor of 0.200.\n", "Indegrees are scaled by a factor of 0.200.\n", " Weights and DC input are adjusted to compensate.\n", "\n", "RNG seed: 55\n", "Total number of virtual processes: 4\n", "\n", "Mar 03 11:13:26 SimulationManager::set_status [Info]: \n", " Temporal resolution changed from 0.1 to 0.1 ms.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/tetzlaff/work/projects/microcircuit/microcircuit-PD14-model/PyNEST/src/microcircuit/network.py:283: UserWarning:\n", "Population L23E is sub-threshold with downscaled DC input amplitude and may not fire. \n", "/home/tetzlaff/work/projects/microcircuit/microcircuit-PD14-model/PyNEST/src/microcircuit/network.py:283: UserWarning:\n", "Population L23I is sub-threshold with downscaled DC input amplitude and may not fire. \n" ] } ], "source": [ "net = network.Network(sim_dict, net_dict, stim_dict)" ] }, { "cell_type": "markdown", "id": "e1ff8f2e-bd11-4196-a54e-2471d3f2feb6", "metadata": {}, "source": [ "Here, the `UserWarning`s inform you that with the scaling factor of 0.2, two of the eight populations (L23E, L23I) receive too little (cortico-cortical) background inputs to fire in isolation. They may still generate spikes due to local inputs from other neurons within the network." ] }, { "cell_type": "markdown", "id": "a614ddad-8ed4-4938-9ce3-45cc30b71941", "metadata": {}, "source": [ "Create all neurons and devices, and connect the network." ] }, { "cell_type": "code", "execution_count": 5, "id": "58406342-0a60-41e0-b22f-794b79c4a6ca", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Creating neuronal populations.\n", "Creating recording devices.\n", " Creating spike recorders.\n", "Connecting neuronal populations recurrently.\n", "\n", "Mar 03 11:13:28 NodeManager::prepare_nodes [Info]: \n", " Preparing 15467 nodes for simulation.\n" ] } ], "source": [ "net.create()\n", "net.connect()" ] }, { "cell_type": "markdown", "id": "2f812aa9-0ebf-4a0a-b0a0-8cf09678be0b", "metadata": {}, "source": [ "## Step 4: Run the simulation" ] }, { "cell_type": "markdown", "id": "23e525ae-92c7-48a7-b67d-b8e5192ec25e", "metadata": {}, "source": [ "Simulate the network for `sim_dict['sim_time']` ms." ] }, { "cell_type": "code", "execution_count": 6, "id": "95a3f47f-42c5-49c9-8f89-c81a61b982e2", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Simulating 200.0 ms.\n", "\n", "Mar 03 11:13:28 NodeManager::prepare_nodes [Info]: \n", " Preparing 15467 nodes for simulation.\n", "\n", "Mar 03 11:13:28 SimulationManager::start_updating_ [Info]: \n", " Number of local nodes: 15467\n", " Simulation time (ms): 200\n", " Number of OpenMP threads: 4\n", " Not using MPI\n", "\n", "Mar 03 11:13:31 SimulationManager::run [Info]: \n", " Simulation finished.\n" ] } ], "source": [ "net.simulate(net.sim_dict['sim_time'])" ] }, { "cell_type": "markdown", "id": "79034168-d842-4ddb-8fea-de63588c6fb6", "metadata": {}, "source": [ "## Step 5: Inspect the recorded spiking activity" ] }, { "cell_type": "markdown", "id": "1f6f7321-d882-43d4-9592-c3aef0b93452", "metadata": {}, "source": [ "The recorded spike data can be loaded from disk and visualized using the function `helpers.plot_raster()`. " ] }, { "cell_type": "code", "execution_count": 7, "id": "21824e16-8cd3-4ffc-9b09-1373b0178246", "metadata": {}, "outputs": [ { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import microcircuit.helpers as helpers\n", "helpers.plot_raster(\n", " path = net.sim_dict['data_path'], \n", " name = \"spike_recorder\", \n", " begin = 0, \n", " end = net.sim_dict['sim_time'], \n", " N_scaling = 0 #scaling_factor\n", ")" ] }, { "cell_type": "markdown", "id": "dc4eedf1-658a-402f-add2-6a192b96b84b", "metadata": {}, "source": [ "Visualization of the spiking activity in the network. Each dot represents a spike of the respective neuron at a given point in time. Neuron ID's are sorted according to subpopulations (layers). Blue and red dots refer to spikes from excitatory and inhibitory neurons, respectively." ] }, { "cell_type": "code", "execution_count": null, "id": "1f72e22f-eed8-46b4-bf48-53e95549f2a9", "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "EBRAINS-experimental", "language": "python", "name": "ebrains-experimental" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.3" } }, "nbformat": 4, "nbformat_minor": 5 }