{ "cells": [ { "cell_type": "markdown", "source": [ "# Solutions for hands-on session 2" ], "metadata": {} }, { "cell_type": "code", "execution_count": 5, "source": [ "import nixio\n", "import numpy as np\n", "import scipy.signal as signal\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline \n", "%config InlineBackend.figure_formats = ['retina'] # only for users with a high resolution display\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", "\n", "\n", "def butter_lowpass(highcut, fs, order=5):\n", " \"\"\" Creates a butterworth lowpass filter.\n", "\n", " Args:\n", " highcut (double): the cutoff frequency in Hz\n", " fs (int): the sampling rate of the data\n", " order (int, optional): the order of the low-pass filter. Defaults to 5.\n", "\n", " Returns:\n", " b, a (np.array): the filter coefficients\n", " \"\"\"\n", " nyq = 0.5 * fs\n", " high = highcut / nyq\n", " b, a = signal.butter(order, high, btype='low')\n", "\n", " return b, a\n", "\n", "\n", "def butter_highpass(lowcut, fs, order=5):\n", " \"\"\" Creates a butterworth highpass filter.\n", "\n", " Args:\n", " highcut (double): the cutoff frequency in Hz\n", " fs (int): the sampling rate of the data\n", " order (int, optional): the order of the low-pass filter. Defaults to 5.\n", "\n", " Returns:\n", " b, a (np.array): the filter coefficients\n", " \"\"\"\n", " nyq = 0.5 * fs\n", " low = lowcut / nyq\n", " b, a = signal.butter(order, low, btype='high')\n", "\n", " return b, a\n", "\n", "\n", "def detect_spikes(data, time, fs):\n", " # filter the data a bit\n", " hpb , hpa = butter_highpass(2.5, fs, 5)\n", " lpb , lpa = butter_lowpass(100, fs, 5)\n", "\n", " spike_times = []\n", " spike_channels = [] \n", " for i in range(data.shape[1]):\n", " y = signal.lfilter(hpb, hpa, data[:, i])\n", " y = signal.lfilter(lpb, lpa, y)\n", " \n", " # detect spikes\n", " spike_indices = threshold_crossings(y, 0.5)\n", " times = time[spike_indices]\n", " spike_times.extend(times)\n", " spike_channels.extend(np.ones_like(times) * i)\n", "\n", " spike_positions = np.vstack((np.array(spike_times), spike_channels)).T # we need to have the time along the first dimension, as in the data\n", " return spike_positions" ], "outputs": [], "metadata": {} }, { "cell_type": "markdown", "source": [ "## Exercise 1: Tagging a single segment in 1-D" ], "metadata": {} }, { "cell_type": "code", "execution_count": 6, "source": [ "nixfile = nixio.File.open(\"intracellular_data.nix\", nixio.FileMode.ReadWrite)\n", "block = nixfile.blocks[\"session 1\"]\n", "\n", "tag = block.create_tag(\"stimulus\", \"nix.segment.stimulus\", position=[3.0])\n", "tag.extent = [4.5]\n", "tag.references.append(block.data_arrays[\"intracellular data\"])\n", "tag.references.append(block.data_arrays[\"spike times\"])\n", "\n", "nixfile.close()" ], "outputs": [], "metadata": {} }, { "cell_type": "markdown", "source": [ "## Exercise 2: Retrieving tagged data" ], "metadata": {} }, { "cell_type": "code", "execution_count": 7, "source": [ "nixfile = nixio.File.open(\"intracellular_data.nix\", nixio.FileMode.ReadOnly)\n", "\n", "block = nixfile.blocks[0]\n", "tag = block.tags[\"stimulus\"]\n", "\n", "intra_data = tag.tagged_data(\"intracellular data\")[:]\n", "time = tag.references[\"intracellular data\"].dimensions[0].axis(len(intra_data), start_position=tag.position[0])\n", "spike_times_data = tag.tagged_data(\"spike times\")[:]\n", "\n", "plt.plot(time, intra_data, label=\"intracellular data\")\n", "plt.scatter(spike_times_data, np.ones(len(spike_times_data)) * np.max(intra_data), label=\"spike times\", color=\"tab:orange\")\n", "plt.legend()\n", "\n", "nixfile.close()" ], "outputs": [ { "output_type": "display_data", "data": { "text/plain": [ "
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" }, "metadata": { "image/png": { "width": 377, "height": 248 }, "needs_background": "light" } } ], "metadata": {} }, { "cell_type": "markdown", "source": [ "## Exercise 3: Tagging in 2-D" ], "metadata": {} }, { "cell_type": "code", "execution_count": 8, "source": [ "nixfile = nixio.File.open(\"lfp_fake.nix\", nixio.FileMode.ReadWrite)\n", "\n", "block = nixfile.blocks[\"session 1\"]\n", "lfp_array = block.data_arrays[\"lfp\"]\n", "max_time = lfp_array.shape[0] * lfp_array.dimensions[0].sampling_interval\n", "v4_tag = block.create_tag(\"V4 electrodes\", \"nix.segment\", position=[0.0, 0])\n", "v4_tag.extent = [max_time, 5]\n", "v4_tag.references.append(lfp_array)\n", "\n", "v5_tag = block.create_tag(\"V5 electrodes\", \"nix.segment\", position=[0.0, 5])\n", "v5_tag.extent = [max_time, 5]\n", "v5_tag.references.append(lfp_array)\n", "nixfile.close()\n" ], "outputs": [], "metadata": {} }, { "cell_type": "code", "execution_count": 9, "source": [ "nixfile = nixio.File.open(\"lfp_fake.nix\", nixio.FileMode.ReadOnly)\n", "\n", "block = nixfile.blocks[\"session 1\"]\n", "\n", "v4_tag = block.tags[\"V4 electrodes\"]\n", "v5_tag = block.tags[\"V5 electrodes\"]\n", "\n", "v4_data = v4_tag.tagged_data(\"lfp\")\n", "v5_data = v5_tag.tagged_data(\"lfp\")\n", "time = v4_tag.references[\"lfp\"].dimensions[0].axis(v4_data.shape[0])\n", "\n", "for i in range(v4_data.shape[1]):\n", " plt.plot(time, v4_data[:, i] + i, label=\"V4\")\n", "\n", "for i in range(v5_data.shape[1]):\n", " plt.plot(time, v5_data[:, i] + i + v4_data.shape[1], label=\"V5\")\n", "\n", "plt.xlabel(\"time [s]\")\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": 370, "height": 261 }, "needs_background": "light" } } ], "metadata": {} }, { "cell_type": "markdown", "source": [ "## Exercise 4: Tagging multiple points in 1-D" ], "metadata": {} }, { "cell_type": "code", "execution_count": 10, "source": [ "nixfile = nixio.File.open(\"intracellular_data.nix\", nixio.FileMode.ReadWrite)\n", "block = nixfile.blocks[\"session 1\"]\n", "\n", "spike_times_array = block.data_arrays[\"spike times\"]\n", "intra_array = block.data_arrays[\"intracellular data\"]\n", "\n", "mt = block.create_multi_tag(\"Spike detection\", \"nix.spike_detection\", positions=spike_times_array)\n", "mt.references.append(intra_array)\n", "\n", "nixfile.close()" ], "outputs": [ { "output_type": "error", "ename": "TypeError", "evalue": "create_multi_tag() got an unexpected keyword argument 'positions_array'", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", "\u001b[0;32m/var/folders/z0/2pj8z68d6zx_ygpqkk9vx2yc0000gn/T/ipykernel_28235/4096963162.py\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0mintra_array\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mblock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdata_arrays\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"intracellular data\"\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 6\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 7\u001b[0;31m \u001b[0mmt\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mblock\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcreate_multi_tag\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"Spike detection\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"nix.spike_detection\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpositions_array\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mspike_times_array\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 8\u001b[0m \u001b[0mmt\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreferences\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mappend\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mintra_array\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 9\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", "\u001b[0;31mTypeError\u001b[0m: create_multi_tag() got an unexpected keyword argument 'positions_array'" ] } ], "metadata": {} }, { "cell_type": "code", "execution_count": 14, "source": [ "mt.references.append(intra_array)\n", "\n", "nixfile.close()" ], "outputs": [], "metadata": {} }, { "cell_type": "markdown", "source": [ "## Exercise 5: Tagging multiple events in 2-D" ], "metadata": {} }, { "cell_type": "code", "execution_count": 15, "source": [ "nixfile = nixio.File.open(\"lfp_fake.nix\", nixio.FileMode.ReadWrite)\n", "block = nixfile.blocks[\"session 1\"]\n", "data = block.data_arrays[\"lfp\"][:]\n", "time = np.array(block.data_arrays[\"lfp\"].dimensions[0].axis(data.shape[0]))\n", "fs = 1./block.data_arrays[\"lfp\"].dimensions[0].sampling_interval\n", "\n", "spike_positions = detect_spikes(data, time, fs)\n", "\n", "# store the spike positions in a DataArray\n", "positions_array = block.create_data_array(\"spike positions\", \"nix.event_positions.2d\", data=spike_positions)\n", "positions_array.append_set_dimension()\n", "positions_array.append_set_dimension()\n", "\n", "# create the MultiTag\n", "mt = block.create_multi_tag(\"Spike detection\", \"nix.spike_detection\", positions=positions_array)\n", "mt.references.append(block.data_arrays[\"lfp\"])\n", "\n", "nixfile.close()" ], "outputs": [], "metadata": {} }, { "cell_type": "code", "execution_count": null, "source": [ "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", "nixfile = nixio.File.open(\"lfp_fake.nix\", nixio.FileMode.ReadWrite)\n", "block = nixfile.blocks[\"session 1\"]\n", "\n", "mt = block.multi_tags[\"Spike detection\"]\n", "lfp_array = mt.references[0]\n", "data = lfp_array[:]\n", "sampling_interval = lfp_array.dimensions[0].sampling_interval\n", "spike_pos = mt.positions[:]\n", "\n", "for i in range(mt.positions.shape[0]):\n", " dv = mt.tagged_data(i, \"lfp\")\n", " print(dv.valid, dv.data_extent, dv[:])\n", "\n", "plt.imshow(data.T, aspect=\"auto\")\n", "plt.scatter(spike_pos[:, 0] / sampling_interval, spike_pos[:, 1], color=\"tab:red\")\n", "plt.xlabel(get_label(lfp_array.dimensions[0]))\n", "plt.ylabel(\"channels\")\n", "\n", "nixfile.close()" ], "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "True (1, 1) [[2.05351087]]\n", "True (1, 1) [[1.78494931]]\n", "True (1, 1) [[1.78722671]]\n", "True (1, 1) [[2.57400486]]\n", "True (1, 1) [[2.75865224]]\n", "True (1, 1) [[2.36260392]]\n", "True (1, 1) [[3.07389282]]\n", "True (1, 1) [[1.47422983]]\n", "True (1, 1) [[2.95488157]]\n", "True (1, 1) [[2.6012469]]\n", "True (1, 1) [[3.07570233]]\n", "True (1, 1) [[1.98422037]]\n", "True (1, 1) [[2.85979461]]\n", "True (1, 1) [[3.48068821]]\n", "True (1, 1) [[2.82262336]]\n", "True (1, 1) [[2.74483941]]\n", "True (1, 1) [[2.39074234]]\n", "True (1, 1) [[2.66603638]]\n", "True (1, 1) [[1.74942344]]\n", "True (1, 1) [[3.32336934]]\n", "True (1, 1) [[3.15038678]]\n", "True (1, 1) [[1.76245061]]\n", "True (1, 1) [[2.75719129]]\n", "True (1, 1) [[1.82883478]]\n", "True (1, 1) [[2.58735832]]\n", "True (1, 1) [[2.47864034]]\n", "True (1, 1) [[1.99806796]]\n", "True (1, 1) [[2.20561229]]\n", "True (1, 1) [[3.08335632]]\n", "True (1, 1) [[2.387652]]\n", "True (1, 1) [[2.75031916]]\n", "True (1, 1) [[2.81122346]]\n", "True (1, 1) [[1.82584805]]\n", "True (1, 1) [[2.7884956]]\n", "True (1, 1) [[2.1695677]]\n", "True (1, 1) [[2.51633159]]\n", "True (1, 1) [[1.88141145]]\n", "True (1, 1) [[2.99483098]]\n", "True (1, 1) [[3.04405641]]\n", "True (1, 1) [[2.38812634]]\n", "True (1, 1) [[2.39201393]]\n", "True (1, 1) [[2.85034954]]\n", "True (1, 1) [[2.39612684]]\n", "True (1, 1) [[2.83483814]]\n", "True (1, 1) [[2.16497342]]\n", "True (1, 1) [[1.26310138]]\n", "True (1, 1) [[2.74164037]]\n", "True (1, 1) [[1.86023825]]\n", "True (1, 1) [[2.70866317]]\n", "True (1, 1) [[2.72169435]]\n", "True (1, 1) [[2.59360983]]\n", "True (1, 1) [[3.18148251]]\n", "True (1, 1) [[2.038]]\n", "True (1, 1) [[0.48621705]]\n", "True (1, 1) [[0.92092325]]\n", "True (1, 1) [[2.09266563]]\n", "True (1, 1) [[2.7467164]]\n", "True (1, 1) [[2.60487555]]\n", "True (1, 1) [[3.7375097]]\n", "True (1, 1) [[3.24588151]]\n", "True (1, 1) [[3.64570723]]\n", "True (1, 1) [[3.04181585]]\n", "True (1, 1) [[2.97932764]]\n", "True (1, 1) [[2.58498017]]\n", "True (1, 1) [[2.34096075]]\n", "True (1, 1) [[2.91998365]]\n", "True (1, 1) [[2.4014121]]\n", "True (1, 1) [[1.98024177]]\n", "True (1, 1) [[2.85369097]]\n", "True (1, 1) [[2.4996306]]\n", "True (1, 1) [[2.72444021]]\n", "True (1, 1) [[2.49679129]]\n", "True (1, 1) [[2.35889245]]\n", "True (1, 1) [[3.55185463]]\n", "True (1, 1) [[2.37724422]]\n", "True (1, 1) [[2.91045115]]\n", "True (1, 1) [[2.70341583]]\n", "True (1, 1) [[2.18865847]]\n", "True (1, 1) [[2.44872248]]\n", "True (1, 1) [[2.39244196]]\n", "True (1, 1) [[2.64197017]]\n", "True (1, 1) [[3.08191222]]\n", "True (1, 1) [[2.60704204]]\n", "True (1, 1) [[2.34618417]]\n", "True (1, 1) [[2.66432938]]\n", "True (1, 1) [[2.96940315]]\n", "True (1, 1) [[3.17729375]]\n", "True (1, 1) [[2.96907547]]\n", "True (1, 1) [[2.36273976]]\n", "True (1, 1) [[2.65701915]]\n", "True (1, 1) [[3.06402705]]\n", "True (1, 1) [[2.52143686]]\n", "True (1, 1) [[3.34670289]]\n", "True (1, 1) [[3.01004619]]\n", "True (1, 1) [[2.59787424]]\n", "True (1, 1) [[2.16477194]]\n", "True (1, 1) [[3.55080673]]\n", "True (1, 1) [[2.23726658]]\n", "True (1, 1) [[2.48694582]]\n", "True (1, 1) [[2.82809676]]\n", "True (1, 1) [[1.85917316]]\n", "True (1, 1) [[2.71542298]]\n", "True (1, 1) [[1.88990522]]\n", "True (1, 1) [[2.84215553]]\n", "True (1, 1) [[3.406191]]\n", "True (1, 1) [[2.16176481]]\n", "True (1, 1) [[2.19477198]]\n", "True (1, 1) [[3.23622932]]\n", "True (1, 1) [[2.68180076]]\n", "True (1, 1) [[1.44937957]]\n", "True (1, 1) [[2.90379486]]\n", "True (1, 1) [[3.09012234]]\n", "True (1, 1) [[2.89181602]]\n", "True (1, 1) [[2.55738955]]\n", "True (1, 1) [[2.54717594]]\n", "True (1, 1) [[3.25462491]]\n", "True (1, 1) [[2.775524]]\n", "True (1, 1) [[2.72803315]]\n", "True (1, 1) [[2.57057743]]\n", "True (1, 1) 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" 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