Exercise2.ipynb

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        "<a href=\"https://colab.research.google.com/github/vvbragin/netpyne2021/blob/main/Exercise2.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
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      "source": [
        "#Exercise 2\n",
        "## Sodium and Potassium current responses to being voltage clumped\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "aIjsKF2e11Ns",
        "outputId": "75a176b4-7ef0-40bf-c6e0-cf20b6bc945e"
      },
      "source": [
        "!pip install neuron"
      ],
      "execution_count": 2,
      "outputs": [
        {
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          "text": [
            "Collecting neuron\n",
            "  Downloading NEURON-8.0.0-cp37-cp37m-manylinux1_x86_64.whl (12.6 MB)\n",
            "\u001b[K     |████████████████████████████████| 12.6 MB 177 kB/s \n",
            "\u001b[?25hRequirement already satisfied: numpy>=1.9.3 in /usr/local/lib/python3.7/dist-packages (from neuron) (1.19.5)\n",
            "Installing collected packages: neuron\n",
            "Successfully installed neuron-8.0.0\n"
          ],
          "name": "stdout"
        }
      ]
    },
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        "colab": {
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        },
        "id": "zYSJE1V520so",
        "outputId": "cf2bb995-fb24-4e76-90c1-aceb380709c2"
      },
      "source": [
        "from neuron import h\n",
        "from neuron.units import mV, ms, um\n",
        "import plotly.graph_objects as go\n",
        "h.load_file('stdrun.hoc')"
      ],
      "execution_count": 11,
      "outputs": [
        {
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            "tags": []
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          "height": 542
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        "id": "y7bmucCD3L_i",
        "outputId": "2ecd64d1-de67-4f15-d4e3-aef3d8bab508"
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      "source": [
        "\n",
        "soma = h.Section(name=\"soma\")\n",
        "soma.L = soma.diam = 10 * um\n",
        "\n",
        "h.hh.insert(soma)\n",
        "\n",
        "vclamp = h.SEClamp(soma(0.5))\n",
        "vclamp.amp1 = -65 * mV; vclamp.dur1 = 5 * ms\n",
        "vclamp.amp2 = 0 * mV; vclamp.dur2 = 20 * ms\n",
        "vclamp.amp3 = -65 * mV; vclamp.dur3 = 10000 * ms\n",
        "\n",
        "t = h.Vector().record(h._ref_t)\n",
        "ina = h.Vector().record(soma(0.5)._ref_ina)\n",
        "ik = h.Vector().record(soma(0.5)._ref_ik)\n",
        "\n",
        "h.finitialize(-65 * mV)\n",
        "h.continuerun(35 * ms)\n",
        "\n",
        "fig = go.Figure()\n",
        "fig.add_trace(go.Scatter(x=t, y=ina, name=\"ina\"))\n",
        "fig.add_trace(go.Scatter(x=t, y=ik, name=\"ik\"))"
      ],
      "execution_count": 15,
      "outputs": [
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    {
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      "metadata": {
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        "id": "iBeLO5VGEcQ0",
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      "source": [
        "fig = go.Figure()\n",
        "\n",
        "for v in range(-80, 40, 10):\n",
        "  vclamp.amp2 = v\n",
        "  h.finitialize(-65 * mV)\n",
        "  h.continuerun(30)\n",
        "  fig.add_trace(go.Scatter(x=t, y=ik, name=f\"v={v}\", line={\"width\": 4}))\n",
        "\n",
        "fig.update_layout(dict(xaxis_title=\"t (ms)\", yaxis_title=\"potassium current (mA/cm**2)\",))\n",
        "\n",
        "fig.show()"
      ],
      "execution_count": 16,
      "outputs": [
        {
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