{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "Quickstart\n", "==========\n", "\n", "\n", "![](../../plots/general_illustration.png)\n", "\n", "> [!NOTE]\n", "> The paper on HMP is published at Imaging Neuroscience: [Trial-by-trial detection of cognitive events in neural time-series](https://direct.mit.edu/imag/article/doi/10.1162/imag_a_00400/125469/Trial-by-trial-detection-of-cognitive-events-in)\n", "\n", "\n", "HMP is an open-source Python package to analyze neural time-series (e.g. EEG) to estimate Hidden Multivariate Patterns (HMP). HMP is described in Weindel, van Maanen & Borst (2024, [paper](https://direct.mit.edu/imag/article/doi/10.1162/imag_a_00400/125469/Trial-by-trial-detection-of-cognitive-events-in)\n", ") and is a generalized and simplified version of the HsMM-MVPA method developed by Anderson, Zhang, Borst, & Walsh ([2016](https://psycnet.apa.org/doi/10.1037/rev0000030)).\n", "\n", "As a summary of the method, an HMP model parses the reaction time into a number of successive events determined based on patterns in a neural time-serie. Hence any reaction time can then be described by a number of cognitive events and the duration between them estimated using HMP. The important aspect of HMP is that it is a whole-brain analysis (or whole scalp analysis) that estimates the onset of events on a single-trial basis. These by-trial estimates allow you then to further dig into any aspect you are interested in a signal:\n", "- Describing an experiment or a clinical sample in terms of events detected in the EEG signal\n", "- Describing experimental effects based on the time onset of a particular event\n", "- Estimating the effect of trial-wise manipulations on the identified event presence and time occurrence (e.g. the by-trial variation of stimulus strength or the effect of time-on-task)\n", "- Time-lock EEG signal to the onset of a given event and perform classical ERPs or time-frequency analysis based on the onset of a new event\n", "- And many more (e.g. evidence accumulation models, classification based on the number of events in the signal,...)\n", "\n", "\n", "## To get started\n", "To get started with the code:\n", "- Check the demo below \n", "- Inspect the tutorials:\n", " - [General aspects on HMP (tutorial 1)](notebooks/1-How_HMP_works.ipynb)\n", " - [The different estimation methods (tutorial 2)](notebooks/2-The_different_model_classes.ipynb)\n", " - [Applying HMP to real data (tutorial 3)](notebooks/3-Applying_HMP_to_real_data.ipynb)\n", " - [Load your won EEG data ](notebooks/Data_loading.ipynb)\n", "\n", "\n", "## Quickstart on simulated data\n", "\n", "The following section will quickly walk you through an example usage in simulated data (using [MNE](https://mne.tools/dev/auto_examples/simulation/index.html)'s simulation functions and tutorials)\n", "\n", "First we load the packages necessary for the demo on simulated data\n", "\n", "### Importing libraries\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "tags": [] }, "outputs": [], "source": [ "## Importing these packages is specific for this simulation case\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "from scipy.stats import gamma\n", "\n", "## Importing HMP as you would to analyze data\n", "import hmp\n", "from hmp import (\n", " simulations, #that module is only to simulate things, no need to import when analyzing data\n", ")\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Simulating data\n", "\n", "In the following code block we simulate 200 trials with four HMP events defined as the activation of four neural sources (in the source space of MNE's sample participant). This is not code you would need for your own analysis except if you'd want to simulate and test properties of HMP models. All four sources are defined by a location in sensor space, an activation amplitude and a distribution in time (here a gamma with shape and scale parameters) for the onsets of the events on each trial. The simulation functions are based on this [MNE tutorial ](https://mne.tools/stable/auto_examples/simulation/simulated_raw_data_using_subject_anatomy.html).\n", "\n", "> [!NOTE] It can take a while to simulate this data, for faster rendering you can 1) decrease `sfreq` and reduce the number of trials in `n_trials`" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/gabriel/ownCloud/projects/RUGUU/hmp/hmp/simulations.py:219: UserWarning: /home/gabriel/ownCloud/projects/RUGUU/hmp/docs/source/./dataset_README_raw.fif exists no new simulation performed\n", " warn(f\"{subj_file} exists no new simulation performed\", UserWarning)\n" ] } ], "source": [ "n_trials = 200 #Number of trials to simulate, we use 200 to get nice ERPs but you can reduce for speed\n", "\n", "##### Here we define the sources of the brain activity (event) for each trial\n", "sfreq = 500#sampling frequency of the signal\n", "n_events = 4 #how many events we want to simulate\n", "frequency = 10.#Frequency of the event defining its duration, half-sine of 10Hz = 50ms\n", "amplitude = .25e-7 #Amplitude of the event in nAm, defining signal to noise ratio\n", "shape = 2 #shape of the gamma distribution\n", "scales = np.array([50, 150, 200, 250, 100])/shape #Mean duration of the time between each event in ms\n", "names = simulations.available_sources()[[22,33,55,44,0]]#Which source to activate for each event (see atlas when calling simulations.available_sources())\n", "\n", "sources = []\n", "for source in zip(names, scales):#One source = one frequency/event width, one amplitude and a given by-trial variability distribution\n", " sources.append([source[0], frequency, amplitude, gamma(shape, scale=source[1])])\n", "\n", "# Function used to generate the data\n", "file = simulations.simulate(sources, n_trials, 1, 'dataset_README', overwrite=False, sfreq=sfreq, seed=1)\n", "#load electrode position, specific to the simulations\n", "positions = simulations.positions()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Creating the event structure and plotting the raw data\n", "\n", "To recover the data we need to create the event structure based on the triggers created during simulation. This is the same as analyzing real EEG data and recovering events in the stimulus channel. In our case the value 1 signals the onset of the stimulus and 6 the moment of the response. Hence a trial is defined as the times occuring between the triggers 1 and 6." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Recovering the events to epoch the data (in the number of trials defined above)\n", "generating_events = np.load(file[1])\n", "resp_trigger = int(np.max(np.unique(generating_events[:,2])))#Resp trigger is the last source in each trial\n", "event_id = {'stimulus':1}#trigger 1 = stimulus\n", "resp_id = {'response':resp_trigger}\n", "#Keeping only stimulus and response triggers\n", "events = generating_events[(generating_events[:,2] == 1) | (generating_events[:,2] == resp_trigger)]#only retain stimulus and response triggers\n", "\n", "#Visualising the raw simulated EEG data\n", "import mne\n", "\n", "raw = mne.io.read_raw_fif(file[0], preload=False, verbose=False)\n", "raw.pick_types(eeg=True).plot(scalings=dict(eeg=1e-5), events=events, block=True);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Recovering number of events as well as actual by-trial variation\n", "\n", "To see how well HMP does at recovering by-trial events, first we get the ground truth from our simulation. Unfortunately, with an actual dataset you don’t have access to this, of course. " ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "tags": [] }, "outputs": [], "source": [ "%matplotlib inline\n", "#Recover the actual time of the simulated events\n", "sim_event_times = np.reshape(np.ediff1d(generating_events[:,0],to_begin=0)[generating_events[:,2] > 1], \\\n", " (n_trials, n_events+1))\n", "sim_event_times_cs = np.cumsum(sim_event_times, axis=1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Demo for a single participant in a single condition based on the simulated data\n", "\n", "First we read the EEG data as we would for a single participant" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Processing participant /home/gabriel/ownCloud/projects/RUGUU/hmp/docs/source/./dataset_README_raw.fif's raw eeg\n" ] } ], "source": [ "# Reading the data\n", "epoch_data = hmp.io.read_mne_data(file[0], event_id=event_id, resp_id=resp_id, sfreq=sfreq,\n", " events_provided=events, verbose=False)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "HMP uses [xarray](https://docs.xarray.dev/en/stable/) named dimension matrices, allowing to directly manipulate the data using the name of the dimensions:\n", "\n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " Size: 123MB\n", "Dimensions: (participant: 1, epoch: 200, channel: 59, sample: 2601)\n", "Coordinates:\n", " * epoch (epoch) int64 2kB 0 1 2 3 4 5 6 ... 193 194 195 196 197 198 199\n", " * channel (channel) " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#example of usage of xarray\n", "print(epoch_data)\n", "epoch_data.sel(channel=['EEG 001','EEG 002','EEG 003'], sample=range(400))\\\n", " .data.groupby('sample').mean(['participant','epoch']).plot.line(hue='channel');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next we preprocess the data by applying a spatial principal components analysis (PCA) to reduce the dimensionality of the data. \n", "\n", "In this case we choose 5 principal components for commodity and speed." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "200 positively defined intervalsbetween 0.002 and inf seconds.\n", "Rejection summary: \n", " 0 trials rejected based on threshold of None \n", " 0 trials rejected based on interval limit of (0.002, inf) \n", " 0 trials detected with no interval (e.g. preprocessing or interval exceeding epoch)) \n" ] } ], "source": [ "preprocessed = hmp.transformers.ProjPCA(epoch_data, n_comp=5)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## HMP model\n", "\n", "Once the data is in the expected format, we can initialize an HMP object; note that no estimation is performed yet.\n" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "tags": [] }, "outputs": [], "source": [ "# Create the expected 50ms halfsine template\n", "expected_pattern = hmp.patterns.HalfSine.create_expected(sfreq=epoch_data.sfreq, width=50)\n", "# Correlate this pattern with the data\n", "trial_data = hmp.trialdata.TrialData.from_transformer(preprocessed.data, pattern=expected_pattern.template)\n", "# Create a standard one-parameter distribution that separate event peaks\n", "time_distribution = hmp.distributions.Gamma()\n", "\n", "#Build all this in a model\n", "model = hmp.models.CumulativeMethod(expected_pattern, time_distribution)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Estimating an HMP model\n", "\n", "We can directly fit an HMP model without giving any info on the number of events (see tutorial 2 for a detailed explanation of the following cell:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "tags": [] }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "878c85be2da64075a05b2484f94a03df", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/14 [00:00" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "hmp.visu.plot_topo_timecourse(epoch_data, estimates, #Data and estimations\n", " positions,#position of the electrodes and initialized model\n", " magnify=1, sensors=False)#Display control parameters" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This shows us the electrode activity on the scalp as well as the average time of occurrence of the events.\n", "\n", "But HMP doesn't provide point estimate but location probability of each of the detected event and that for each trial, example for the last simulated trial" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(estimates.isel(trial=-1), label=[1,2,3,4])\n", "plt.xlim(0,200)\n", "plt.legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "This then shows the likeliest event onset location in time for the last simulated trial!\n", "\n", "### Comparing with ground truth\n", "\n", "As we simulated the data we have access to the ground truth of the underlying generative events. We can then compare the generated single trial peaks for each event with those estimated from the HMP model" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "estimated_times = hmp.utils.event_times(estimates, duration=True, mean=False, add_rt=True).T\n", "colors = plt.cm.rainbow(np.linspace(0, 1, 5))\n", "fig, ax = plt.subplots(n_events+1,2, figsize=(10,2.5*n_events+1), dpi=100, sharex=True)\n", "i = 0\n", "ax[0,0].set_title('point-wise')\n", "ax[0,1].set_title('Histograms')\n", "ax[-1,0].set_xlabel('Real by-trial peak')\n", "\n", "for event in estimated_times:\n", " ax[i,0].plot([np.min(event), np.max(event)], [np.min(event), np.max(event)],'--', color='k')\n", "\n", " ax[i,0].plot(sim_event_times[:,i], event, 'o', color=colors[i])\n", " ax[i,0].set_ylabel(f'estimated peak {i+1} time')\n", " ax[i,1].hist(event, color='red', bins=20, histtype='step', label='Estimated')\n", " ax[i,1].hist(sim_event_times[:,i].T, color='k', bins=20, histtype='step', label='True')\n", " i+= 1\n", "ax[0,-1].legend()\n", "plt.xlim(0,250)\n", "plt.tight_layout();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "We see that every events gets nicely recovered even on a by-trial basis!\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## We have by-trial estimates. Now what?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "HMP just helped us estimate at which time point single-trial events occured. There are plenty of things to do with this information.\n", "\n", "As an example consider how average curve of traditional event related potentials (ERP) in EEG are a bad representation of the underlying single-trial event. In the following cell we do the average ERP electrode activity for 4 subselected electrodes in the classical way (stimulus centered)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1,1, figsize=(6,2), sharey=True, sharex=True, dpi=200)\n", "colors = iter([plt.cm.tab10(i) for i in range(10)])\n", "\n", "#Cherry picked electrodes\n", "channels = ['EEG 031', 'EEG 039', 'EEG 040', 'EEG 048']\n", "#HMP times\n", "times = hmp.utils.event_times(estimates, mean=False, add_rt=True, add_stim=True)\n", "\n", "centered_onstim = hmp.utils.centered_activity(\n", " epoch_data.stack({'trial':['participant','epoch']}).data,\n", " times, channels, event=0, n_samples=500)\n", "\n", "for channel in channels:\n", " c = next(colors)\n", " plt.plot(centered_onstim.sel(channel=channel).data.mean('trial'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that the signal overall doesn't look like the half-sine pattern we simulated. This is because the by-trial time-jitter makes the average ERP **when centered on stimulus** smeared out.\n", "\n", "If however we were to average the signal but centered on the single-trial times detected by HMP the picture is this one:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1,n_events, figsize=(6,2), sharey=True, sharex=True, dpi=200)\n", "\n", "#Cherry picked electrodes\n", "channels = ['EEG 031', 'EEG 039', 'EEG 040', 'EEG 048']\n", "#HMP times\n", "times = hmp.utils.event_times(estimates, mean=False, add_rt=True, add_stim=True)\n", "\n", "for event in range(n_events):\n", " centered_onev = hmp.utils.centered_activity(epoch_data,\n", " times, channels, event=event+1, n_samples=50, baseline=-50)\n", " colors = iter([plt.cm.tab10(i) for i in range(10)])\n", " for channel in channels:\n", " c = next(colors)\n", " ax[event].plot(centered_onev.sel(channel=channel).data.mean('trial'), label=channel)\n", "ax[-1].legend(bbox_to_anchor=(1,1));" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Compared to the traditional ERP representation we see that HMP provides a much better view of the underlying single-trial activities than the tradition ERP (remember we simualted half-sines).\n", "\n", "Now HMP is not merely a method to look at ERPs or by-trial times. A lot can be done once the estimation has been made, for example:\n", "- Connectivity analysis starting from each event onset\n", "- Time/frequency decomposition\n", "- Single-trial signal analysis with, e.g. a single-trial covariate\n", "- and so on " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Follow-up\n", "\n", "For examples on how to use the package on real data, or to compare event time onset across conditions see the tutorial notebooks:\n", "- [General aspects on HMP (tutorial 1)](notebooks/1-How_HMP_works.ipynb)\n", "- [The different estimation methods (tutorial 2)](notebooks/2-The_different_model_classes.ipynb)\n", "- [Applying HMP to real data (tutorial 3)](notebooks/3-Applying_HMP_to_real_data.ipynb)\n", "- [Load your won EEG data ](notebooks/Data_loading.ipynb)" ] } ], "metadata": { "kernelspec": { "display_name": "hmp", "language": "python", "name": "hmp" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.3" } }, "nbformat": 4, "nbformat_minor": 4 }