{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "55b64cce",
   "metadata": {},
   "source": [
    "# How to choose between COBA and CUBA synapses\n",
    "\n",
    "**Task.** Decide whether a projection should be **conductance-based** (COBA) or\n",
    "**current-based** (CUBA), and switch between them with a one-line change.\n",
    "\n",
    "**Audience.** Simulation. Assumes {doc}`../tutorials/02-synapse-and-projection`.\n",
    "\n",
    "The `out=` argument of a projection controls how the synaptic variable enters\n",
    "the postsynaptic neuron:\n",
    "\n",
    "- **`COBA(E=...)`** — *conductance-based*. The synaptic current is\n",
    "  `g · (E − V)`: it depends on the postsynaptic voltage and saturates near the\n",
    "  reversal potential `E`. This is the biophysically faithful choice.\n",
    "- **`CUBA(scale=...)`** — *current-based*. The synaptic variable is injected as a\n",
    "  current independent of `V`. Simpler and often used in analysis and in\n",
    "  brain-inspired models.\n",
    "\n",
    "Everything else about the projection stays the same."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "b15147ef",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-06-17T09:07:40.894303Z",
     "iopub.status.busy": "2026-06-17T09:07:40.894149Z",
     "iopub.status.idle": "2026-06-17T09:07:45.073664Z",
     "shell.execute_reply": "2026-06-17T09:07:45.072854Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "An NVIDIA GPU may be present on this machine, but a CUDA-enabled jaxlib is not installed. Falling back to cpu.\n"
     ]
    }
   ],
   "source": [
    "import brainpy\n",
    "import brainstate\n",
    "import braintools\n",
    "import brainunit as u\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f1eff2de",
   "metadata": {},
   "source": [
    "## One network, swappable output\n",
    "\n",
    "We parametrize the E/I network by the output describer so we can build a COBA\n",
    "version and a CUBA version from the same class. (This is the Vogels–Abbott\n",
    "balanced network; the COBA form is Tutorial 3.)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "2bdb2171",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-06-17T09:07:45.075873Z",
     "iopub.status.busy": "2026-06-17T09:07:45.075424Z",
     "iopub.status.idle": "2026-06-17T09:07:45.082051Z",
     "shell.execute_reply": "2026-06-17T09:07:45.081397Z"
    }
   },
   "outputs": [],
   "source": [
    "class EINet(brainstate.nn.Module):\n",
    "    def __init__(self, exc_out, inh_out, exc_w, inh_w):\n",
    "        super().__init__()\n",
    "        self.n_exc, self.n_inh = 3200, 800\n",
    "        self.num = self.n_exc + self.n_inh\n",
    "        self.N = brainpy.state.LIFRef(\n",
    "            self.num, V_rest=-60. * u.mV, V_th=-50. * u.mV, V_reset=-60. * u.mV,\n",
    "            tau=20. * u.ms, tau_ref=5. * u.ms,\n",
    "            V_initializer=braintools.init.Normal(-55., 2., unit=u.mV))\n",
    "        self.E = brainpy.state.AlignPostProj(\n",
    "            comm=brainstate.nn.EventFixedProb(\n",
    "                self.n_exc, self.num, conn_num=0.02, conn_weight=exc_w),\n",
    "            syn=brainpy.state.Expon.desc(self.num, tau=5. * u.ms),\n",
    "            out=exc_out, post=self.N)\n",
    "        self.I = brainpy.state.AlignPostProj(\n",
    "            comm=brainstate.nn.EventFixedProb(\n",
    "                self.n_inh, self.num, conn_num=0.02, conn_weight=inh_w),\n",
    "            syn=brainpy.state.Expon.desc(self.num, tau=10. * u.ms),\n",
    "            out=inh_out, post=self.N)\n",
    "\n",
    "    def update(self, t, inp):\n",
    "        with brainstate.environ.context(t=t):\n",
    "            spk = self.N.get_spike() != 0.\n",
    "            self.E(spk[:self.n_exc]); self.I(spk[self.n_exc:]); self.N(inp)\n",
    "            return self.N.get_spike()\n",
    "\n",
    "\n",
    "def simulate(net, t_stop=500. * u.ms):\n",
    "    brainstate.nn.init_all_states(net)\n",
    "    with brainstate.environ.context(dt=0.1 * u.ms):\n",
    "        times = u.math.arange(0. * u.ms, t_stop, brainstate.environ.get_dt())\n",
    "        spikes = brainstate.transform.for_loop(\n",
    "            lambda t: net.update(t, 20. * u.mA), times)\n",
    "    return times, spikes"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1cee3225",
   "metadata": {},
   "source": [
    "## Conductance-based (COBA)\n",
    "\n",
    "Excitation reverses at 0 mV, inhibition at −80 mV; weights are conductances in\n",
    "millisiemens."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "f4dc21b5",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-06-17T09:07:45.084189Z",
     "iopub.status.busy": "2026-06-17T09:07:45.083947Z",
     "iopub.status.idle": "2026-06-17T09:07:48.282154Z",
     "shell.execute_reply": "2026-06-17T09:07:48.280887Z"
    }
   },
   "outputs": [],
   "source": [
    "with brainstate.environ.context(dt=0.1 * u.ms):\n",
    "    coba = EINet(\n",
    "        exc_out=brainpy.state.COBA.desc(E=0. * u.mV),\n",
    "        inh_out=brainpy.state.COBA.desc(E=-80. * u.mV),\n",
    "        exc_w=0.6 * u.mS, inh_w=6.7 * u.mS)\n",
    "times_coba, spk_coba = simulate(coba)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "784e8958",
   "metadata": {},
   "source": [
    "## Current-based (CUBA)\n",
    "\n",
    "Same wiring, but `out=CUBA(scale=...)` injects a current directly; inhibitory\n",
    "weights are simply negative. No reversal potential is involved."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "e31c92b7",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-06-17T09:07:48.285266Z",
     "iopub.status.busy": "2026-06-17T09:07:48.284570Z",
     "iopub.status.idle": "2026-06-17T09:07:50.077489Z",
     "shell.execute_reply": "2026-06-17T09:07:50.076502Z"
    }
   },
   "outputs": [],
   "source": [
    "with brainstate.environ.context(dt=0.1 * u.ms):\n",
    "    cuba = EINet(\n",
    "        exc_out=brainpy.state.CUBA.desc(scale=u.volt),\n",
    "        inh_out=brainpy.state.CUBA.desc(scale=u.volt),\n",
    "        exc_w=1.62 * u.mS, inh_w=-9.0 * u.mS)\n",
    "times_cuba, spk_cuba = simulate(cuba)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e44d0166",
   "metadata": {},
   "source": [
    "## Compare the rasters"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "1d2a1b0f",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-06-17T09:07:50.079977Z",
     "iopub.status.busy": "2026-06-17T09:07:50.079724Z",
     "iopub.status.idle": "2026-06-17T09:07:52.751976Z",
     "shell.execute_reply": "2026-06-17T09:07:52.751241Z"
    }
   },
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 1000x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, gs = braintools.visualize.get_figure(1, 2, 4.0, 5.0)\n",
    "for k, (title, times, spk) in enumerate(\n",
    "        [('COBA', times_coba, spk_coba), ('CUBA', times_cuba, spk_cuba)]):\n",
    "    ax = fig.add_subplot(gs[0, k])\n",
    "    ti, ni = u.math.where(spk)\n",
    "    ax.scatter(times[ti].to_decimal(u.ms), ni, s=1, color='k')\n",
    "    ax.set_title(title); ax.set_xlabel('Time (ms)')\n",
    "    if k == 0:\n",
    "        ax.set_ylabel('Neuron index')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "df2a4398",
   "metadata": {},
   "source": [
    "## See also\n",
    "\n",
    "- {doc}`/concepts/alignpre-alignpost` — why the synaptic state is exponential\n",
    "  and aligned to the postsynaptic side.\n",
    "- {doc}`/apis/brainpy-synouts` — `COBA`, `CUBA`, and `MgBlock` reference.\n",
    "- {doc}`sim-short-term-plasticity` — make synapses dynamic."
   ]
  }
 ],
 "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": "3.13.11"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
