{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"colab_type": "text",
"execution": {},
"id": "view-in-github"
},
"source": [
" "
]
},
{
"cell_type": "markdown",
"metadata": {
"execution": {}
},
"source": [
"## Loading of Miller ECoG data of the memory nback task\n",
"\n",
"includes some visualizations"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"cellView": "form",
"execution": {}
},
"outputs": [],
"source": [
"# @title Data retrieval\n",
"import os, requests\n",
"\n",
"fname = 'memory_nback.npz'\n",
"url = \"https://osf.io/xfc7e/download\"\n",
"\n",
"if not os.path.isfile(fname):\n",
" try:\n",
" r = requests.get(url)\n",
" except requests.ConnectionError:\n",
" print(\"!!! Failed to download data !!!\")\n",
" else:\n",
" if r.status_code != requests.codes.ok:\n",
" print(\"!!! Failed to download data !!!\")\n",
" else:\n",
" with open(fname, \"wb\") as fid:\n",
" fid.write(r.content)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"cellView": "form",
"execution": {}
},
"outputs": [],
"source": [
"# @title Install packages (`nilearn`, `nimare`, `duecredit`), import `matplotlib` and set defaults\n",
"# install packages to visualize brains and electrode locations\n",
"!pip install nilearn --quiet\n",
"!pip install nimare --quiet\n",
"!pip install duecredit --quiet\n",
"\n",
"from matplotlib import rcParams\n",
"from matplotlib import pyplot as plt\n",
"\n",
"rcParams['figure.figsize'] = [20, 4]\n",
"rcParams['font.size'] = 15\n",
"rcParams['axes.spines.top'] = False\n",
"rcParams['axes.spines.right'] = False\n",
"rcParams['figure.autolayout'] = True"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"cellView": "form",
"execution": {}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"dict_keys(['V', 't_off', 'locs', 'srate', 'scale_uv', 't_on', 'target', 'stim_id', 'response', 'rt', 'expinfo', 'hemisphere', 'lobe', 'gyrus', 'Brodmann_Area'])\n"
]
}
],
"source": [
"# @title Data loading\n",
"import numpy as np\n",
"\n",
"alldat = np.load(fname, allow_pickle=True)['dat']\n",
"\n",
"# Select just one of the recordings here. This is subject 1, block 1.\n",
"dat = alldat[1][1]\n",
"\n",
"print(dat.keys())"
]
},
{
"cell_type": "markdown",
"metadata": {
"execution": {}
},
"source": [
"---\n",
"# Dataset info\n",
"\n",
"This is one of multiple ECoG datasets from Miller 2019, recorded in clinical settings with a variety of tasks. Raw data here:\n",
"\n",
"https://exhibits.stanford.edu/data/catalog/zk881ps0522\n",
"\n",
"`dat` contain 3 sessions from 3 subjects, and was not yet used in a publication, so it's fresh data for you to analyze! The following references using other datasets may be useful for the memory n-back task: \n",
"\n",
"- Brouwer, Anne-Marie, et al. \"Estimating workload using EEG spectral power and ERPs in the n-back task.\" Journal of Neural Engineering 9.4 (2012): 045008. doi: [10.1088/1741-2560/9/4/045008](https://doi.org/10.1088/1741-2560/9/4/045008)\n",
"\n",
"- Grissmann, Sebastian, et al. \"Electroencephalography based analysis of working memory load and affective valence in an n-back task with emotional stimuli.\" Frontiers in Human Neuroscience 11 (2017): 616. doi: [10.3389/fnhum.2017.00616](https://doi.org/10.3389/fnhum.2017.00616)\n",
"\n",
"Each subject's data is divided into 5 sessions: fixation, exp1, exp2, exp3, fixation, which are consecutive blocks in the data structure (i.e. `alldat[0][0]`, `alldat[0][1]`, ..., `alldat[0][4]` for subject 0). Exp1 is a \"0-back\" memory experiment, where the subjects have to identify the picture of one of the houses (stimid = 10), which they have memorized at the beginning of the stimulus block. Exp2 is a 1-back memory experiment, where the participants have to respond to images of repeated houses. Finally, exp3 is 2-back where participants respond to pictures of houses that are repeated after another intervening random picture. This task was hard for these participants and most of them did not really respond at all, but the data can still be used to ask questions about overall shifts of neural activity in a hard task when the subjects feel overwhelmed by the memory requirements.\n",
"\n",
"Note that for the third/last subject, no response data was collected, so only the first two subjects can be analyzed for their correct / incorrect trials. \n",
"\n",
"Sample rate is always 1000Hz, and the ECoG data has been notch-filtered at 60, 120, 180, 240 and 250Hz, followed by z-scoring across the entire recording and conversion to float16 to minimize size. \n",
"\n",
"Variables for each block within each subject: \n",
"* `dat['V']`: continuous voltage data (time by channels)\n",
"* `dat['expinfo']`: experiment type for this block\n",
"* `dat['srate']`: sampling rate for voltage data, always 1000Hz\n",
"* `dat['t_on']`: time of stimulus onset in data samples\n",
"* `dat['t_off']`: time of stimulus offset, usually 600 samples after `t_on`\n",
"* `dat['stim_id`]: identity of house stimulus from 1 to 40. Stimulus 10 was the target in the 0-back task. \n",
"* `dat['target']`: 0 or 1, indicates if this stimulus requires a response\n",
"* `dat['response']`: 0 or 1, indicates if the subject actually made a response\n",
"* `dat['rt']`: reaction time for trials with a response in voltage data samples (1000Hz). \n",
"* `dat['locs']`: 3D locations of the electrodes on the cortical surface"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"execution": {}
},
"outputs": [
{
"data": {
"text/html": [
""
],
"text/plain": [
""
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"from nilearn import plotting\n",
"from nimare import utils\n",
"\n",
"plt.figure(figsize=(8, 8))\n",
"locs = dat['locs']\n",
"view = plotting.view_markers(utils.tal2mni(locs),\n",
" marker_labels=['%d'%k for k in np.arange(locs.shape[0])],\n",
" marker_color='purple',\n",
" marker_size=5)\n",
"view"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"execution": {}
},
"outputs": [],
"source": [
"# compute spectral power above 50Hz and low-pass below 10Hz\n",
"# power is always positive, so we normalize it by its average\n",
"from scipy import signal\n",
"\n",
"# pick subject 1 and experiment 1\n",
"dat = alldat[1][1]\n",
"V = dat['V'].astype('float32') # always convert the voltage data to float32!\n",
"\n",
"# high-pass filter above 50 Hz\n",
"b, a = signal.butter(3, [50], btype='high', fs=1000)\n",
"V = signal.filtfilt(b, a, V, 0)\n",
"\n",
"# compute smooth envelope of this signal = approx power\n",
"V = np.abs(V)**2\n",
"b, a = signal.butter(3, [10], btype='low', fs=1000)\n",
"V = signal.filtfilt(b, a, V, 0)\n",
"\n",
"# normalize each channel so its mean power is 1\n",
"V = V/V.mean(0)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"execution": {}
},
"outputs": [],
"source": [
"# divide into trials and average\n",
"nt, nchan = V.shape\n",
"nstim = len(dat['t_on'])\n",
"\n",
"# use a timerange from 400ms before to 1600ms after the stimulus onset\n",
"trange = np.arange(-400, 1600)\n",
"ts = dat['t_on'][:, np.newaxis] + trange\n",
"V_epochs = np.reshape(V[ts, :], (nstim, 2000, nchan))\n",
"\n",
"V_resp = (V_epochs[dat['response'] == 1]).mean(0)\n",
"V_base = (V_epochs[dat['response'] == 0]).mean(0)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"execution": {}
},
"outputs": [
{
"data": {
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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# let's find the electrodes that distinguish responses from non-responses\n",
"# note these are event-related potentials\n",
"\n",
"plt.figure(figsize=(15, 12))\n",
"for j in range(60):\n",
" ax = plt.subplot(6, 10, j+1)\n",
" plt.plot(trange, V_resp[:, j], lw=2)\n",
" plt.plot(trange, V_base[:, j], lw=2)\n",
" plt.title('ch%d'%j)\n",
" plt.yticks([])\n",
" plt.ylim([0, 3])\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"execution": {}
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# let's look at all the response trials for the electrode that has a significant response\n",
"plt.subplot(1, 3, 1)\n",
"plt.imshow(V_epochs[dat['response']==1, :, 21].astype('float32'),\n",
" aspect='auto')\n",
"plt.colorbar()\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"execution": {}
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# this electrode has a more transient response\n",
"plt.subplot(1, 3, 1)\n",
"plt.imshow(V_epochs[dat['response']==1, :, 27].astype('float32'),\n",
" aspect='auto')\n",
"plt.colorbar()\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"execution": {}
},
"outputs": [],
"source": [
"# to do: do these responses covary with the reaction times? are they present on trials where there is no motor response?"
]
}
],
"metadata": {
"colab": {
"collapsed_sections": [],
"include_colab_link": true,
"name": "load_ECoG_memory_nback",
"provenance": [],
"toc_visible": true
},
"kernel": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"kernelspec": {
"display_name": "Python 3",
"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": "3.7.13"
}
},
"nbformat": 4,
"nbformat_minor": 0
}