{ "cells": [ { "cell_type": "code", "execution_count": 13, "source": [ "\n", "import nixio\n", "import os\n", "import scipy.io as spio\n", "import numpy as np\n", "\n", "%config InlineBackend.figure_formats = ['retina'] # only for users with a high resolution display\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", "\n", "\n", "def load_intra_data():\n", " \"\"\"\n", " Returns the time and the voltage vectors stored in the \"intra_data.mat\" file.\n", "\n", " Returns:\n", " time, voltage: the vectors containing time and measured voltage.\n", " \"\"\"\n", " data = spio.loadmat(os.path.join(\"resources\", \"intra_data.mat\"))\n", "\n", " return data[\"time\"][0], data[\"voltage\"][0]\n", "\n", "\n", "def load_lfp_fake_data():\n", " \"\"\"\n", " Returns the time and the voltage vectors stored in the \"lfp_fake_data.mat\" file.\n", "\n", " Returns:\n", " time, voltage: the vectors containing time and measured voltage.\n", " \"\"\"\n", " data = spio.loadmat(os.path.join(\"resources\", \"lfp_fake_data.mat\"))\n", "\n", " return data[\"time\"][0], data[\"lfp\"]\n", "\n", "\n", "def get_label(obj):\n", " \"\"\" Returns a string that can be used as an axis label. Constructs the label from DataArray or Dimension objects.\n", "\n", " Args:\n", " obj (nixio.DataArray or nixio.Dimension): the object of which an axis label should be created.\n", "\n", " Returns:\n", " string: The label incling unit, if given. Empty string for invalid objects\n", " \"\"\"\n", " label = \"\"\n", " if isinstance(obj, (nixio.DataArray, nixio.SampledDimension, nixio.RangeDimension)):\n", " label = \"%s %s\" % (obj.label, (\"\" if obj.unit is None else \"[%s]\" % obj.unit))\n", " elif isinstance(obj, (nixio.SetDimension)) and hasattr(obj, \"label\"):\n", " label = obj.label\n", "\n", " return label\n", "\n", "\n", "def threshold_crossings(data, threshold=0.0, flank=\"rising\"):\n", " \"\"\"\n", " Returns the indices of threshold crossings in a given signal.\n", " :param data: the signal.\n", " :param threshold: the threshold. Default 0.0.\n", " :param flank: accepts values {\"rising\", \"falling\"} with \"rising\" being the default.\n", "\n", " :return: the indices of the threshold crossings.\n", " \"\"\"\n", " flanks = [\"rising\", \"falling\"]\n", " if flank.lower() not in flanks:\n", " flank = flanks[0]\n", " data = np.squeeze(data)\n", " if len(data.shape) > 1:\n", " raise Exception(\"trace must be 1-D\")\n", " shifted_data = np.hstack((0, data[0:-1]))\n", " if flank.lower() == \"rising\":\n", " crossings = (data > threshold) & (shifted_data <= threshold)\n", " else:\n", " crossings = (data < threshold) & (shifted_data >= threshold)\n", " positions = np.nonzero(crossings)[0]\n", "\n", " return positions\n" ], "outputs": [], "metadata": {} }, { "cell_type": "markdown", "source": [ "# Solutions for hand-on session 1\n", "\n", "## 1) File handling" ], "metadata": {} }, { "cell_type": "markdown", "source": [], "metadata": {} }, { "cell_type": "markdown", "source": [ "## 2) Storing regularly sampled data" ], "metadata": {} }, { "cell_type": "code", "execution_count": 14, "source": [ "time, voltage = load_intra_data()\n", "sampling_interval = np.mean(np.diff(time))\n", "\n", "plt.plot(time, voltage)\n", "plt.xlabel(\"time [s]\")\n", "plt.ylabel(\"voltage [mV]\")\n" ], "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "Text(0, 0.5, 'voltage [mV]')" ] }, "metadata": {}, "execution_count": 14 }, { "output_type": "display_data", "data": { "text/plain": [ "
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" }, "metadata": { "image/png": { "width": 390, "height": 261 }, "needs_background": "light" } } ], "metadata": {} }, { "cell_type": "markdown", "source": [ "Storing of the data boils down to creating the data array, passing the data and appending a **SampledDimension**." ], "metadata": {} }, { "cell_type": "code", "execution_count": 15, "source": [ "sampling_interval = np.mean(np.diff(time))\n", "\n", "nixfile = nixio.File.open(\"intracellular_data.nix\", nixio.FileMode.Overwrite)\n", "block = nixfile.create_block(\"session 1\", \"nix.session\")\n", "array = block.create_data_array(\"intracellular data\", \"nix.data.sampled\", data=voltage, label=\"voltage\", unit=\"mV\")\n", "array.append_sampled_dimension(sampling_interval, label=\"time\", unit=\"s\")\n", "\n", "nixfile.close()" ], "outputs": [], "metadata": {} }, { "cell_type": "markdown", "source": [ "## 3) Read data and create a fully labeled plot\n", "\n", "In the previous task we used information about the data that came out of the blue, now we use only information that is contained in the file." ], "metadata": {} }, { "cell_type": "code", "execution_count": 16, "source": [ "nixfile = nixio.File.open(\"intracellular_data.nix\", nixio.FileMode.ReadOnly)\n", "block = nixfile.blocks[\"session 1\"]\n", "data_array = block.data_arrays[\"intracellular data\"]\n", "data = data_array[:]\n", "dimension = data_array.dimensions[0]\n", "time = dimension.axis(len(data))\n", "\n", "plt.plot(time, data, label=data_array.name)\n", "plt.xlabel(get_label(dimension))\n", "plt.ylabel(get_label(data_array))\n", "plt.legend()\n", "\n", "nixfile.close()\n" ], "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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" }, "metadata": { "image/png": { "width": 390, "height": 261 }, "needs_background": "light" } } ], "metadata": {} }, { "cell_type": "markdown", "source": [ "## 4) Detect and store spike times." ], "metadata": {} }, { "cell_type": "code", "execution_count": 17, "source": [ "nixfile = nixio.File.open(\"intracellular_data.nix\", nixio.FileMode.ReadWrite)\n", "\n", "block = nixfile.blocks[\"session 1\"]\n", "data_array = block.data_arrays[\"intracellular data\"]\n", "\n", "# read the data and detect the spikes\n", "intra_data = data_array[:]\n", "time = np.asarray(data_array.dimensions[0].axis(len(intra_data))) # this is a little annoying, but the axis method returns a tuple\n", "spike_indices = threshold_crossings(intra_data, -30)\n", "spike_times = time[spike_indices]\n", "\n", "# store spike times in the file\n", "spikes_array = block.create_data_array(\"spike times\", \"nix.irregular_sampled.spike_times\", data=spike_times, label=\"time\", unit=\"s\")\n", "spikes_array.append_range_dimension_using_self()\n", "\n", "nixfile.close()" ], "outputs": [], "metadata": {} }, { "cell_type": "code", "execution_count": 18, "source": [ "nixfile = nixio.File.open(\"intracellular_data.nix\", nixio.FileMode.ReadOnly)\n", "block = nixfile.blocks[\"session 1\"]\n", "intra_array = block.data_arrays[\"intracellular data\"]\n", "data = intra_array[:]\n", "dimension = intra_array.dimensions[0]\n", "time = dimension.axis(len(data))\n", "\n", "spikes_array = block.data_arrays[\"spike times\"]\n", "spike_times = spikes_array[:]\n", "\n", "plt.plot(time, data, label=intra_array.name)\n", "plt.plot(spike_times, np.ones(len(spike_times)) * -30, ls=\"none\", marker=\".\", label=spikes_array.name)\n", "plt.xlabel(get_label(dimension))\n", "plt.ylabel(get_label(intra_array))\n", "plt.legend()\n", "\n", "nixfile.close()" ], "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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" }, "metadata": { "image/png": { "width": 390, "height": 261 }, "needs_background": "light" } } ], "metadata": {} }, { "cell_type": "markdown", "source": [ "## 5) Storing multidimensional data\n" ], "metadata": {} }, { "cell_type": "code", "execution_count": 19, "source": [ "time, multichannel_data = load_lfp_fake_data()\n", "\n", "dt = np.mean(np.diff(time))\n", "number_of_channels = multichannel_data.shape[1]\n", "\n", "nixfile = nixio.File.open(\"lfp_fake.nix\", nixio.FileMode.Overwrite)\n", "block = nixfile.create_block(\"session 1\", \"nix.session\")\n", "\n", "multichannel_array = block.create_data_array(\"lfp\", \"nix.sampled.set\", data=multichannel_data, label=\"lfp\", unit=\"uV\")\n", "multichannel_array.append_sampled_dimension(sampling_interval=dt, unit=\"s\", label=\"time\")\n", "multichannel_array.append_set_dimension(labels=[\"channel %i\" % i for i in range(number_of_channels)])\n", "\n", "nixfile.close()\n" ], "outputs": [], "metadata": {} }, { "cell_type": "code", "execution_count": 8, "source": [ "def plot(data_array):\n", " plot_samples = 5000\n", " channel_count = data_array.shape[1]\n", "\n", " time = data_array.dimensions[0].axis(plot_samples)\n", " dt = data_array.dimensions[0].sampling_interval\n", " labels = data_array.dimensions[1].labels\n", " data = data_array[:plot_samples, :]\n", "\n", " fig = plt.figure(figsize=(5, 2.5))\n", " for channel in range(channel_count):\n", " axis = fig.add_subplot(channel_count, 1, channel + 1)\n", " axis.plot(time, data[:, channel], label=labels[channel], lw=0.2)\n", " for sp in axis.spines.keys():\n", " axis.spines[sp].set_visible(False)\n", " axis.set_xticks([])\n", " axis.set_yticks([])\n", " axis.set_ylim([-2, 2])\n", " axis.text(0.0, 0.5, labels[channel], rotation=0, fontsize=8, ha=\"right\", transform=axis.transAxes)\n", "\n", " axis.spines[\"bottom\"].set_visible(True)\n", " axis.set_xticks(np.arange(0, plot_samples * dt + dt, plot_samples / 5 * dt, dtype=int))\n", " axis.set_xlabel(\"%s %s\" % (data_array.dimensions[0].label, \"[%s]\" % data_array.dimensions[0].unit if data_array.dimensions[0].unit else \"\"))\n", " fig.subplots_adjust(left=0.15, bottom=0.175, top=0.975, right=0.975)\n", " plt.show()\n", "\n", "nixfile = nixio.File.open(\"lfp_fake.nix\", nixio.FileMode.ReadOnly)\n", "block = nixfile.blocks[\"session 1\"]\n", "\n", "lfp_array = block.data_arrays[\"lfp\"]\n", "plot(lfp_array)\n", "\n", "nixfile.close()" ], "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "
" ], "image/png": 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" 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