{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "capital-indiana",
   "metadata": {},
   "source": [
    "PyGeNN Tutorial: Ring of neurons\n",
    "===========================\n",
    "\n",
    "Load some standard libraries and the needed elements of PyGeNN\n",
    "---"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "middle-collapse",
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "from pygenn.genn_model import (GeNNModel, init_connectivity, create_cmlf_class,\n",
    "                               create_custom_sparse_connect_init_snippet_class)\n",
    "from pygenn.genn_wrapper import NO_DELAY"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "assisted-aerospace",
   "metadata": {},
   "source": [
    "Create the model class and set the time step\n",
    "---"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "precise-programming",
   "metadata": {},
   "outputs": [],
   "source": [
    "model = GeNNModel(\"float\", \"LIFRing\")\n",
    "model.dT = 0.1"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "buried-mission",
   "metadata": {},
   "source": [
    "Define an initialisation code snippet\n",
    "---"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "incoming-engine",
   "metadata": {},
   "outputs": [],
   "source": [
    "ring_model = create_custom_sparse_connect_init_snippet_class(\n",
    "    \"ring\",\n",
    "    row_build_code=\n",
    "        \"\"\"\n",
    "        $(addSynapse, ($(id_pre) + 1) % $(num_post));\n",
    "        $(endRow);\n",
    "        \"\"\",\n",
    "    calc_max_row_len_func=create_cmlf_class(\n",
    "        lambda num_pre, num_post, pars: 1)())"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "limiting-gateway",
   "metadata": {},
   "source": [
    "Define some neuron parameters and initial variables\n",
    "---"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "municipal-bumper",
   "metadata": {},
   "outputs": [],
   "source": [
    "N = 10\n",
    "p = {\"C\": 1.0,       # Membrane capacitance [nF]\n",
    "    \"TauM\": 10.0,     # Membrane time constant [ms]\n",
    "    \"Vrest\": 0.0,    # Resting membrane potential [mV]\n",
    "    \"Vreset\": -1.0,  # Reset voltage [mV]\n",
    "    \"Vthresh\": 1.0,  # Spiking threshold [mV]\n",
    "    \"Ioffset\": 0.0,  # Offset current [nA]\n",
    "    \"TauRefrac\": 1.0 # Refractory period [ms]\n",
    "    }\n",
    "\n",
    "ini= {\"V\": 0.0,      # Membrane potential [mV]\n",
    "     \"RefracTime\": 0.0 # Remaining refractory time [ms]\n",
    "     }\n",
    "\n",
    "stim_ini = {\"startSpike\": [0], \"endSpike\": [1]}"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "express-marks",
   "metadata": {},
   "source": [
    "Define some synaptic parameters and initial values\n",
    "---"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "transsexual-elizabeth",
   "metadata": {},
   "outputs": [],
   "source": [
    "s_ini = {\"g\": 0.05}\n",
    "\n",
    "ps_p = {\"tau\": 5.0,  # Decay time constant [ms] \n",
    "        \"E\": 10.0}  # Reversal potential [mV]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "adult-warrior",
   "metadata": {},
   "source": [
    "Add a neuron population and stimulus population\n",
    "---"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "exclusive-fairy",
   "metadata": {},
   "outputs": [],
   "source": [
    "pop1 = model.add_neuron_population(\"Pop1\", N, \"LIF\", p, ini)\n",
    "stim = model.add_neuron_population(\"Stim\", 1, \"SpikeSourceArray\", {}, stim_ini)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "marine-integral",
   "metadata": {},
   "source": [
    "Add a synapse population: \n",
    "---\n",
    "Connect the LIF neurons in a ring with the \"ring\" init snippet\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "armed-gospel",
   "metadata": {},
   "outputs": [],
   "source": [
    "syn1 = model.add_synapse_population(\"Pop1self\", \"SPARSE_GLOBALG\", 10,\n",
    "    pop1, pop1,\n",
    "    \"StaticPulse\", {}, s_ini, {}, {},\n",
    "    \"ExpCond\", ps_p, {},\n",
    "    init_connectivity(ring_model, {}))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "continued-outreach",
   "metadata": {},
   "source": [
    "Add a second synapse population: \n",
    "---\n",
    "Connect the stimuli to the neurons"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "charming-blink",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<pygenn.genn_groups.SynapseGroup at 0x10875fac0>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model.add_synapse_population(\"StimPop1\", \"SPARSE_GLOBALG\", NO_DELAY,\n",
    "    stim, pop1,\n",
    "    \"StaticPulse\", {}, s_ini, {}, {},\n",
    "    \"ExpCond\", ps_p, {},\n",
    "    init_connectivity(\"OneToOne\", {}))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "special-element",
   "metadata": {},
   "source": [
    "Initialize the spike source array\n",
    "---"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "tribal-sharp",
   "metadata": {},
   "outputs": [],
   "source": [
    "stim.set_extra_global_param(\"spikeTimes\", [0.0])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "incoming-interim",
   "metadata": {},
   "source": [
    "Build the model\n",
    "---\n",
    "This step does the entire code generation and C++/CUDA compilation!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "chubby-incentive",
   "metadata": {},
   "outputs": [],
   "source": [
    "m = model.build()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "outer-legend",
   "metadata": {},
   "source": [
    "Load the model\n",
    "---\n",
    "This step will initialize the model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "laughing-carpet",
   "metadata": {},
   "outputs": [],
   "source": [
    "model.load()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "exotic-remains",
   "metadata": {},
   "source": [
    "Run the model for some time steps\n",
    "---"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "dynamic-lincoln",
   "metadata": {},
   "outputs": [],
   "source": [
    "v = np.empty((2000, N))\n",
    "v_view = pop1.vars[\"V\"].view\n",
    "while model.t < 200.0:\n",
    "    model.step_time()\n",
    "    pop1.pull_var_from_device(\"V\")\n",
    "    \n",
    "    v[model.timestep - 1,:]=v_view[:]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "protected-responsibility",
   "metadata": {},
   "source": [
    "Plot the results\n",
    "---"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "quick-pocket",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axis = plt.subplots()\n",
    "axis.plot(v[:,:])\n",
    "#plt.xlim((0,250))\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "automotive-waterproof",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "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": "3.8.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
