{ "cells": [ { "cell_type": "markdown", "id": "b359ea13-3150-46ee-bdfb-cf3f0db60d6f", "metadata": {}, "source": [ "# Reading your own data" ] }, { "cell_type": "markdown", "id": "ab10f1e5-f6a6-49c0-8aa6-c3fd2c2a60ff", "metadata": {}, "source": [ "## 1. Epoched data with MNE (recommended)\n", "\n", "Starting from epoched data is the recommended method as the internal functions in hmp to epoch data (see next section) might not be suitable for your specific experiment. Note that this method assumes that your epoch contain both the starting (stimulus) and ending (response) event of your trials!\n", "\n", "An HMP model works on a single trial basis. A trial is defined as the onset of a stimulus and the time at which the response was provided (reaction time, RT). Now, to restrict the analyzed data to this duration we need to pass the information of the trial RT along the time-series we are using (e.g. EEG/MEG channels). The easiest way of doing this is to rely on triggers that were co-registered with the data and that signal useful events such as which stimulus was presented and which answer was given. In MNE this is done either by using events or by using so-called metadata (see MNE's [tutorial](https://mne.tools/dev/auto_tutorials/epochs/30_epochs_metadata.htmlhttps://mne.tools/dev/auto_tutorials/epochs/30_epochs_metadata.html)). In section 1.1 we explain how to prepare the data if you have metadata available, section 1.2 explains what to do if metadata is not integrated in your epoched dataset." ] }, { "cell_type": "markdown", "id": "f3842038-2d70-4ed0-a3e5-091264b7141f", "metadata": {}, "source": [ "**NOTE** if you want to run these examples you need to first download the data:" ] }, { "cell_type": "code", "execution_count": 1, "id": "e2784afc-0f96-4af4-9083-90c3870c6539", "metadata": {}, "outputs": [], "source": [ "import os\n", "\n", "import requests\n", "from mne.io import read_info\n", "\n", "# Declaring path where the EEG data will be stored\n", "epoch_data_path = os.path.join('sample_data', 'eeg')\n", "os.makedirs(epoch_data_path, exist_ok=True)\n", "\n", "# URLs of the first 5 participants in the SAT experiment, navigate the osf folder and adapt those if you want to do this tutorial on other data (e.g. P3, N2pc)\n", "file_urls = [\n", " \"https://osf.io/download/67cffa85f67af67e7a92f0a6/\",\n", " \"https://osf.io/download/67cffa85f67af67e7a92f0a8/\",\n", " \"https://osf.io/download/67cffa85f67af67e7a92f0aa/\",\n", " \"https://osf.io/download/67cffa85f67af67e7a92f0ac/\",\n", " \"https://osf.io/download/67cffa85f67af67e7a92f0ae/\",\n", "]\n", "\n", "# Download and save each file if not already in folder\n", "for i, url in enumerate(file_urls, start=1):\n", " file_path = os.path.join(epoch_data_path, f'participant{i}_epo.fif')\n", " if not os.path.exists(file_path):\n", " response = requests.get(url)\n", " with open(file_path, 'wb') as f:\n", " f.write(response.content)" ] }, { "cell_type": "markdown", "id": "bc10678f-46fd-4177-b6f7-72f602def94f", "metadata": {}, "source": [ "### 1.1 Example with metadata\n", "\n", "For this section we will rely on data we will use the data from application 2 of this [this](https://link.springer.com/article/10.1007/s42113-021-00105-2) paper. For the purpose of this tutorial we will only use the first 5 participants of the data (see the [HMP]((https://direct.mit.edu/imag/article/doi/10.1162/imag_a_00400/125469)) paper for the method and [https://osf.io/29tgr/](https://osf.io/29tgr/) for the whole (trial_data) data).\n", "\n", "__Important note__ Given that we are using the RT as a cutting point selecting appropriate trimming is very important. For example a typical perceptual decision making is unlikely to be made with RT shorter than 200 ms nor RT longer than 2 seconds. Therefore the next function uses ```lower_limit_RT=0.2``` and ```upper_limit_RT=2``` to apply these criteria." ] }, { "cell_type": "markdown", "id": "6545f7a3-9b01-4734-8fa2-a4058c9bd358", "metadata": {}, "source": [ "### 1.1.1 Reading the data" ] }, { "cell_type": "code", "execution_count": 2, "id": "5180b5a8-8f6d-4012-ab17-d2c395f4c247", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Processing participant sample_data/eeg/participant3_epo.fif's epochs eeg\n", "Processing participant sample_data/eeg/participant4_epo.fif's epochs eeg\n", "Processing participant sample_data/eeg/participant5_epo.fif's epochs eeg\n", "Processing participant sample_data/eeg/participant1_epo.fif's epochs eeg\n", "Processing participant sample_data/eeg/participant2_epo.fif's epochs eeg\n" ] } ], "source": [ "import hmp\n", "\n", "sfreq = 100 #at what sampling rate we want the data, downsampling to 100Hz is computationally less intensive for hmp instances\n", "\n", "# Recovering individual files and participant names\n", "subj_files = [os.path.join(epoch_data_path, f) for f in os.listdir(epoch_data_path) if f.endswith('.fif')] # Create a list of files with full paths\n", "subj_names = [os.path.splitext(f)[0] for f in os.listdir(epoch_data_path) if f.endswith('.fif')] # Extract subject names based on file names\n", "\n", "# Then we read the data (see more in Tutorial 1)\n", "epoch_data = hmp.io.read_mne_data(subj_files, sfreq=sfreq, data_format='epochs',\n", " verbose=False, subj_name=subj_names)#Turning verbose off for the documentation but it is recommended to leave it on as some output from MNE might be useful" ] }, { "cell_type": "markdown", "id": "1bfaf585-629c-4c34-ac02-d645f88a9cd4", "metadata": {}, "source": [ "```hmp.io.read_mne_data``` automatically reads the epoched data and converts it to an xarray dataset. Any metadata that has been saved along zith the epoched data is also kept (hence avoid too large metadata and only keep the important metadata)." ] }, { "cell_type": "code", "execution_count": 3, "id": "f2185034-70f1-461f-ac3b-af765eb37077", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " Size: 38MB\n", "Dimensions: (participant: 5, epoch: 200, channel: 30, sample: 320)\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": [ "# The following code is just to illustrate channel positions\n", "import mne\n", "\n", "epoch = mne.read_epochs(subj_files[0])\n", "epoch.plot_sensors(show_names=True);\n" ] }, { "cell_type": "markdown", "id": "26667954-070d-4fe1-8382-84138ec3316c", "metadata": { "tags": [] }, "source": [ "\n", "When we have access to the mne data format and if the channel positions have been stored during the preprocessing step, the position of the electrode is contained in the ```info``` object from the file we read using ```mne```. Hence we can first read any of the participants data (assuming the electrode position is the same) and \n", "directly pass that object to the ```plot_topo_timecourse``` . \n", "We first fit an HMP model (see tutorial 2) to illustrate the use of channel position" ] }, { "cell_type": "code", "execution_count": 5, "id": "4ba59445-f343-4baa-8b2f-2701c194b703", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "900 positively defined intervalsbetween 0.01 and inf seconds.\n", "Rejection summary: \n", " 0 trials rejected based on threshold of None \n", " 19 trials rejected based on interval limit of (0.01, inf) \n", " 1 trials detected with no interval (e.g. preprocessing or interval exceeding epoch)) \n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/gabriel/ownCloud/projects/RUGUU/hmp/hmp/transformers/base.py:135: UserWarning: Found intervals with a max value value of 2172.0, assuming intervals are in milliseconds and converting to seconds\n", " warn(f\"Found intervals with a max value value of {np.round(max_rt,2)}\"\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Estimating 4 events model with 1 starting point(s)\n" ] } ], "source": [ "# See the two next tutorials for more details on how to fit an HMP model and how to visualize the results.\n", "preprocessed = hmp.transformers.ProjPCA(epoch_data, n_comp=6, interval_id='RT')#In this case the rts are contained in the dataframe column \"RT\"\n", "pattern = hmp.patterns.HalfSine.create_expected(sfreq=epoch_data.sfreq)\n", "trial_data = hmp.trialdata.TrialData.from_transformer(preprocessed, pattern=pattern.template)\n", "model = hmp.models.EventModel(pattern, n_events=4)\n", "_, estimates = model.fit_transform(trial_data)" ] }, { "cell_type": "markdown", "id": "80e066ce-5ff4-40dd-89be-6cd2c7860d90", "metadata": {}, "source": [ "We then have the illustration of channel activities for each event: " ] }, { "cell_type": "code", "execution_count": 6, "id": "4c38a9b6-2503-4f49-aca3-ec80e2f38f12", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "info = read_info(subj_files[0], verbose=False)\n", "hmp.visu.plot_topo_timecourse(epoch_data, estimates, info)" ] }, { "cell_type": "markdown", "id": "c2c717f4-91d4-4e05-a609-e016b55d3206", "metadata": {}, "source": [ "### 1.2 Example without metadata\n", "\n", "If you haven't stored the metadata along with the epoched data you can always provide a list of RTs and condition to parse the data, However you need to be sure that the order of the trials from which you take the info is the same as the EEG data. Here an example with the same data as previously:" ] }, { "cell_type": "markdown", "id": "3aac413f-7426-4f37-9463-8aca9fb488fd", "metadata": {}, "source": [ "For example we can extract the actual metadata from the epoched object. This is dataframe as you could have while reading behavioral data co-registered with the EEG." ] }, { "cell_type": "code", "execution_count": 7, "id": "fc513a06-8573-4d69-984c-9a2e771758b8", "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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stimrespRTcuemovementtrigger
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186 rows × 6 columns

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" ], "text/plain": [ " stim resp RT cue movement trigger\n", "0 1 resp_left 907 AC stim_left AC/stim_left/resp_left\n", "2 1 resp_right 1095 AC stim_left AC/stim_left/resp_right\n", "3 2 resp_left 1370 AC stim_right AC/stim_right/resp_left\n", "5 2 resp_right 907 AC stim_right AC/stim_right/resp_right\n", "7 2 resp_right 891 AC stim_right AC/stim_right/resp_right\n", ".. ... ... ... .. ... ...\n", "195 1 resp_right 1763 AC stim_left AC/stim_left/resp_right\n", "196 1 resp_left 676 AC stim_left AC/stim_left/resp_left\n", "197 2 resp_left 0 SP stim_right SP/stim_right/resp_left\n", "198 2 resp_right 649 AC stim_right AC/stim_right/resp_right\n", "199 2 resp_right 862 AC stim_right AC/stim_right/resp_right\n", "\n", "[186 rows x 6 columns]" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "epoch = mne.read_epochs(subj_files[0])\n", "epoch.metadata" ] }, { "cell_type": "markdown", "id": "67fd87c0-89f5-445d-892b-86650eeb6f3d", "metadata": {}, "source": [ "In this case you can read the MNE epoched data, add the metadata for each participant, and save the data then re-read using the previous section" ] }, { "cell_type": "code", "execution_count": 8, "id": "313c7e4a-0229-40d5-9104-4155d038a123", "metadata": { "tags": [] }, "outputs": [], "source": [ "import mne\n", "import pandas as pd\n", "\n", "# Example: assume 'behavior' is a DataFrame with columns ['RT', 'condition', ...] for each participant\n", "# Here, we just extract the metadata from the EEG data as a placeholder\n", "epochs_list = []\n", "for eeg_file in subj_files:\n", " epochs = mne.read_epochs(eeg_file, preload=True)\n", " # Extract metadata or load your own behavioral data here\n", " # For demonstration, we use the metadata from the epochs object if available\n", " if epochs.metadata is not None:\n", " metadata = epochs.metadata.copy()\n", " else:\n", " # If no metadata, create a dummy DataFrame (replace with your actual behavioral data)\n", " n_trials = len(epochs)\n", " metadata = pd.DataFrame({'RT': [1.0]*n_trials, 'condition': ['dummy']*n_trials})\n", " epochs.metadata = metadata\n", " epochs.save(eeg_file, overwrite=True)" ] }, { "cell_type": "markdown", "id": "9de89105-f9e4-4e28-a7ad-c332396f100f", "metadata": {}, "source": [ "## 2. Reading raw data" ] }, { "cell_type": "markdown", "id": "8d6355d7-1820-4343-a8c0-0955545964de", "metadata": {}, "source": [ "The following is useful if you:\n", "- Do not have the behavioral data to use RTs and associated conditions\n", "- Haven't epoched the data or just want to take a quick look at HMP models with raw data lying around\n", "\n", "__Nota bene__: the data is assumed to be trial_data and only works with .bdf and .fif (also BIDS, see section 4)\n", "\n", "In this case we will simulate EEG data with a structure close to actual recordings" ] }, { "cell_type": "code", "execution_count": 9, "id": "54903f1d-4068-462c-a8b6-2740de486f73", "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/notebooks/./dataset_raw.fif exists no new simulation performed\n", " warn(f\"{subj_file} exists no new simulation performed\", UserWarning)\n" ] } ], "source": [ "import numpy as np\n", "from scipy.stats import gamma\n", "\n", "from hmp import simulations\n", "\n", "cpus = 2 # For multiprocessing, usually a good idea to use multiple CPUs as long as you have enough RAM\n", "\n", "n_trials = 100 #Number of trials to simulate\n", "sfreq = 500 #Sampling rate of the simulated data\n", "\n", "##### Here we define the sources of the brain activity (event) for each trial\n", "n_events = 4 #How many events to simulate\n", "frequency = 10. #Frequency of the event defining its duration, half-sine of 10Hz = 50ms\n", "amplitude = .2e-7 #Amplitude of the event in nAm, defining signal to noise ratio\n", "shape = 2 #shape of the gamma distribution, with the defined means below it dictates the onset time probabilities\n", "means = np.array([60, 150, 200, 100, 80])/shape #Mean duration of the between event times in ms\n", "#Which source to activate for each event (see atlas when calling simulations.available_sources())\n", "names = ['inferiortemporal-lh','caudalanteriorcingulate-rh','bankssts-lh','superiorparietal-lh','superiorparietal-lh']\n", "\n", "sources = []\n", "for source in zip(names, means): #One source = one frequency, 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, cpus, 'dataset', overwrite=False, sfreq=sfreq, seed=0)\n", "#load electrode position, specific to the simulations\n", "info = simulations.positions()\n", "#Recovering the events to epoch the data (in the number of trials defined above)\n", "events = np.load(file[1])" ] }, { "cell_type": "code", "execution_count": 10, "id": "2ce09df6-0315-4e63-b975-fb4742a88cbc", "metadata": {}, "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", "events = np.load(file[1])\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);\n" ] }, { "cell_type": "markdown", "id": "e6f78393-d48a-4f3c-8768-1a0658961915", "metadata": {}, "source": [ "This looks close to actual data, we'll now illustrate how to read this data and prepare it for HMP analysis. The following code will read the raw data, epoch it from stimulus to response, and prepare it for HMP analysis." ] }, { "cell_type": "markdown", "id": "a6249fc1-f590-482a-998c-b7f76178e6af", "metadata": {}, "source": [ "### 2.1 Reading the data" ] }, { "cell_type": "markdown", "id": "1fa0b857-ad99-4ff8-864a-703c2012f341", "metadata": {}, "source": [ "First we have to declare what trigger to epoch on" ] }, { "cell_type": "code", "execution_count": 11, "id": "5e8cb0b7-4385-4bc5-bc87-a6d17861374c", "metadata": {}, "outputs": [], "source": [ "stimulus_id = {'stimulus/dummy':1}#trigger 1 = stimulus, in real data this could be several e.g. {'stimulus/left': 1, 'stimulus/right':2} if you have several conditions for exmple" ] }, { "cell_type": "markdown", "id": "e9674100-b525-401b-8e1e-3f8c48fff8fa", "metadata": {}, "source": [ "Then what trigger(s) define the response" ] }, { "cell_type": "code", "execution_count": 12, "id": "b337fd68-265b-4a6a-a482-c5382e7e42c1", "metadata": { "tags": [] }, "outputs": [], "source": [ "resp_id = {'response/dummy':6} # trigger 6 = response, in real data this could again be multiple e.g. {'response/left': 6, 'response/right':7}" ] }, { "cell_type": "markdown", "id": "2db151cd-c139-4a81-9655-56ac8bf9b4cc", "metadata": {}, "source": [ "** Note** when using the following code, the triggers in stimulus_id and response_id are expected to follow the convention `'stimulus/condition_name': trigger_number` and `'response/condition_name': trigger_number`. This is the convention used in the MNE-Python library, which is also used by HMP.\n", "\n", "Next we can directly use the ```file``` list and feed it to the ```hmp.io.read_mne_data``` but first you have to decide on a number of parameters regarding EEG processing, see the following helper of the function" ] }, { "cell_type": "code", "execution_count": 13, "id": "7ea297de-5a50-4f92-ab0a-4c7aa1d8ec7f", "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "\u001b[31mSignature:\u001b[39m\n", "hmp.io.read_mne_data(\n", " pfiles: str | list = [],\n", " event_id: dict | \u001b[38;5;28;01mNone\u001b[39;00m = \u001b[38;5;28;01mNone\u001b[39;00m,\n", " resp_id: dict | \u001b[38;5;28;01mNone\u001b[39;00m = \u001b[38;5;28;01mNone\u001b[39;00m,\n", " data_format: str = \u001b[33m'raw'\u001b[39m,\n", " sfreq: float | \u001b[38;5;28;01mNone\u001b[39;00m = \u001b[38;5;28;01mNone\u001b[39;00m,\n", " subj_name: list | \u001b[38;5;28;01mNone\u001b[39;00m = \u001b[38;5;28;01mNone\u001b[39;00m,\n", " metadata: list | \u001b[38;5;28;01mNone\u001b[39;00m = \u001b[38;5;28;01mNone\u001b[39;00m,\n", " events_provided: numpy.ndarray | \u001b[38;5;28;01mNone\u001b[39;00m = \u001b[38;5;28;01mNone\u001b[39;00m,\n", " verbose: bool = \u001b[38;5;28;01mTrue\u001b[39;00m,\n", " tmin: float = -\u001b[32m0.2\u001b[39m,\n", " tmax: float = \u001b[32m5\u001b[39m,\n", " high_pass: float | \u001b[38;5;28;01mNone\u001b[39;00m = \u001b[38;5;28;01mNone\u001b[39;00m,\n", " low_pass: float | \u001b[38;5;28;01mNone\u001b[39;00m = \u001b[38;5;28;01mNone\u001b[39;00m,\n", " pick_channels: str | list = \u001b[33m'eeg'\u001b[39m,\n", " reference: str | \u001b[38;5;28;01mNone\u001b[39;00m = \u001b[38;5;28;01mNone\u001b[39;00m,\n", " bids_parameters: dict = {},\n", " preprocessing_fn: Optional[Callable] = \u001b[38;5;28;01mNone\u001b[39;00m,\n", " dtype: Union[type[Any], numpy.dtype[Any], numpy._typing._dtype_like._SupportsDType[numpy.dtype[Any]], tuple[Any, Any], list[Any], numpy._typing._dtype_like._DTypeDict, str, NoneType] = <\u001b[38;5;28;01mclass\u001b[39;00m \u001b[33m'numpy.float32'\u001b[39m>,\n", ") -> xarray.core.dataset.Dataset\n", "\u001b[31mDocstring:\u001b[39m\n", "Read EEG/MEG data format (.fif or .bdf) using MNE's integrated function.\n", "\n", "Notes\n", "-----\n", "- Only EEG or MEG data are selected (other channel types are discarded).\n", "- All times are expressed in seconds.\n", "- If multiple files are provided in ``pfiles``, each participant's data is read and processed\n", " sequentially.\n", "- For non-epoched data: Reaction Times are only computed if the response trigger is in the\n", " epoching window (determined by ``tmin`` and ``tmax``).\n", "\n", "## Procedure:\n", "\n", "If data is not already epoched:\n", "\n", " - The data is filtered using the specified ``low_pass`` and ``high_pass`` parameters.\n", " - If no events are provided, events are detected in the stimulus channel and only those with\n", " IDs in ``event_id`` and ``resp_id`` are kept.\n", " - Downsampling is performed if ``sfreq`` is lower than the data's sampling frequency.\n", " - Epochs are created based on stimulus onsets (``event_id``)\n", " and the ``tmin``/``tmax`` window.\n", " Epochs with 'BAD' annotations are removed. Baseline correction is applied from\n", " ``tmin`` to stimulus onset (time 0).\n", "\n", "Parameters\n", "----------\n", "pfiles : str or list of str\n", " Path(s) to EEG files to read. Can be a single file path or a list of file paths.\n", " If empty list, assumes bids format\n", "event_id : dict, optional\n", " Dictionary mapping condition names (keys) to event codes (values).\n", "resp_id : dict, optional\n", " Dictionary mapping response names (keys) to event codes (values).\n", "data_format : str, default=epochs\n", " What MNE compatible data type, can be 'epochs', 'raw' or 'bids'.\n", "sfreq : float, optional\n", " Desired sampling frequency for downsampling.\n", "subj_name : list of str, optional\n", " List of subject identifiers. If not provided, defaults to \"S0\", \"S1\", etc.\n", "metadata : list of pandas.DataFrame, optional\n", " List of metadata DataFrames corresponding to each participant.\n", "events_provided : np.ndarray, optional\n", " Array with 3 columns: [sample of the event, initial value of the channel, event code].\n", " Used if automated event detection is not suitable.\n", "verbose : bool, default=True\n", " Whether to display MNE's messages.\n", "tmin : float, default=-0.2\n", " Start time (in seconds) relative to stimulus onset for epoching.\n", "tmax : float, default=5\n", " End time (in seconds) relative to stimulus onset for epoching.\n", "high_pass : float, optional\n", " High-pass filter cutoff frequency.\n", "low_pass : float, optional\n", " Low-pass filter cutoff frequency.\n", "pick_channels : str or list, default=\"eeg\"\n", " Channels to retain. Use \"eeg\"/\"meg\" to keep only EEG/MEG channels\n", " or provide a list of channel names.\n", "reference : str, optional\n", " Reference to use for EEG data. If None, the existing reference is kept.\n", "bids_parameters: dict, optional\n", " Bids root path ('root'), datatype ('datatype\") to analyze.\n", " A filter can also be applied to subjects, tasks and sessions\n", "preprocessing_fn: callable, optional\n", " A user defined function preprocessing the raw data before epoching\n", "dtype: np.DTypeLike\n", " Precision, use np.float32 or np.int64\n", "\n", "Returns\n", "-------\n", "epoch_data : xarray.Dataset\n", " An xarray Dataset containing the processed EEG/MEG data, events, channels, and participants.\n", " Metadata and epoch indices are preserved. The chosen sampling frequency\n", " is stored as an attribute.\n", "\u001b[31mFile:\u001b[39m ~/ownCloud/projects/RUGUU/hmp/hmp/io.py\n", "\u001b[31mType:\u001b[39m function" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import hmp\n", "\n", "hmp.io.read_mne_data?" ] }, { "cell_type": "markdown", "id": "aaecda18-2f43-478f-b655-0501b9fe57b2", "metadata": {}, "source": [ "This is then an example call to the function based on previous _hmp_ applications" ] }, { "cell_type": "code", "execution_count": 14, "id": "4df9ca76-d779-440c-bf42-06544a3b8d7e", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Processing participant /home/gabriel/ownCloud/projects/RUGUU/hmp/docs/source/notebooks/./dataset_raw.fif's raw eeg\n", "Opening raw data file /home/gabriel/ownCloud/projects/RUGUU/hmp/docs/source/notebooks/./dataset_raw.fif...\n", " Read a total of 1 projection items:\n", " Average EEG reference (1 x 60) active\n", " Range : 0 ... 86535 = 0.000 ... 173.070 secs\n", "Ready.\n", "Reading 0 ... 86535 = 0.000 ... 173.070 secs...\n", "Downsampling to 250 Hz\n", "Filtering raw data in 1 contiguous segment\n", "Setting up low-pass filter at 81 Hz\n", "\n", "FIR filter parameters\n", "---------------------\n", "Designing a one-pass, zero-phase, non-causal lowpass filter:\n", "- Windowed time-domain design (firwin) method\n", "- Hamming window with 0.0194 passband ripple and 53 dB stopband attenuation\n", "- Upper passband edge: 80.65 Hz\n", "- Upper transition bandwidth: 20.16 Hz (-6 dB cutoff frequency: 90.73 Hz)\n", "- Filter length: 83 samples (0.166 s)\n", "\n", "Creating epochs based on following event ID :[1 2 3 4 5 6]\n", "Adding metadata with 3 columns\n", "100 matching events found\n", "Setting baseline interval to [-0.2, 0.0] s\n", "Applying baseline correction (mode: mean)\n", "Created an SSP operator (subspace dimension = 1)\n", "1 projection items activated\n", "Using data from preloaded Raw for 100 events and 2601 original time points (prior to decimation) ...\n", "0 bad epochs dropped\n", "End sampling frequency is 250 Hz\n" ] } ], "source": [ "sfreq = 250 #at what sampling rate we want the data, downsampling to 250Hz just to show that we can use any SF\n", "tmin, tmax = -.2, 2 #window size for the epochs, from 250ms before the stimulus up to 2 seconds after, data will be baseline corrected from tmin to 0\n", "\n", "epoch_data = hmp.io.read_mne_data(file[0],\n", " event_id=stimulus_id, # centering event\n", " resp_id=resp_id, # event defining the RT or duration\n", " data_format='raw',\n", " subj_name='S0',\n", " sfreq=sfreq,\n", " events_provided = events, # events structure, usually not needed as real data have a trigger channel from which this is inferred\n", " )" ] }, { "cell_type": "markdown", "id": "65f8e7e9-1152-435b-aa9b-01d8ac0d50d4", "metadata": {}, "source": [ "This is then the data ready to be used with hmp instances" ] }, { "cell_type": "markdown", "id": "84979e22-6b2e-4f0b-bfc4-51c0540341ae", "metadata": { "tags": [] }, "source": [ "### 2.2 Working with sensor location\n", "\n", "In this case as in the first example with epoched data, we can simply call the info object of one of the file to use the positions of the electrodes (note that this time the positions are recorded and not assumed)." ] }, { "cell_type": "code", "execution_count": 15, "id": "1883ed02-f562-4a05-8d8e-0e9a9e1c859a", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "epoch = mne.io.read_raw(file[0])\n", "epoch.plot_sensors(show_names=True);" ] }, { "cell_type": "code", "execution_count": 16, "id": "f198789e-e040-4181-a082-72d2c6670ab6", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "100 positively defined intervalsbetween 0.2 and 2 seconds.\n", "Rejection summary: \n", " 0 trials rejected based on threshold of 0.0001 \n", " 0 trials rejected based on interval limit of (0.2, 2) \n", " 0 trials detected with no interval (e.g. preprocessing or interval exceeding epoch)) \n", "Estimating 4 events model with 1 starting point(s)\n" ] } ], "source": [ "# See the two next tutorials for more details on how to fit an HMP model and how to visualize the results.\n", "lower_limit_rt, upper_limit_rt = .2, 2 #lower and upper limit for the RTs, all values outside of this range are discarded, choose carefully\n", "\n", "preprocessed = hmp.transformers.ProjPCA(epoch_data,\n", " n_comp=6,\n", " min_duration=lower_limit_rt,\n", " max_duration=upper_limit_rt,\n", " reject_threshold=1e-4,#Reject if more than 100microV between stimulus and response)\n", " )\n", "pattern = hmp.patterns.HalfSine.create_expected(sfreq=epoch_data.sfreq)\n", "trial_data = hmp.trialdata.TrialData.from_transformer(preprocessed, pattern=pattern.template)\n", "model = hmp.models.EventModel(pattern, n_events=4)\n", "_, estimates = model.fit_transform(trial_data)" ] }, { "cell_type": "code", "execution_count": 17, "id": "6b8b506c-46b7-41ca-bf5e-ac5c385427df", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from mne.io import read_info\n", "\n", "info = read_info(file[0], verbose=False)\n", "hmp.visu.plot_topo_timecourse(epoch_data, estimates, info)" ] }, { "cell_type": "markdown", "id": "8a31f118", "metadata": {}, "source": [ "## 3. Data already epoched from stimulus to response" ] }, { "cell_type": "markdown", "id": "f312bf91", "metadata": {}, "source": [ "In case you prefer to do your own stimulus-response epoching of your data, you can use the output to build an HMP data object as well.\n", "\n", "In this case, you will create an HMP object for each subject, concatenate these in a list, and finally concatenate as xarray. Each subject matrix need to have shape ```epochs X channels X samples```, where non-existing datapoints (i.e. after the response) have the value NaN.\n", "\n", "Assuming that the data were stored for each subject in a .fif file, this the required code:\n", "\n", "```python\n", "import numpy as np\n", "import mne\n", "import hmp\n", "import xarray as xr\n", "\n", "#subjects\n", "subs = np.array(['77032','77038','77044'])\n", "\n", "#list containing subject specific HMP objects\n", "epoch_data = []\n", "\n", "#for each subject:\n", "for subj in subs:\n", " \n", " #load data\n", " #note that these data were trial_data such that epochs._data has samples set to NaN after the response\n", " epochs = mne.read_epochs('sample_data/eeg_stim-resp-epoched/epochs_stim-to-resp-' + subj + '_epo.fif', preload=True, verbose=False)\n", " \n", " #make into hmp format and append to epoch_data\n", " epoch_data.append(hmp.utils.hmp_data_format(epochs.get_data(), epochs.info['sfreq'], None, channels = epochs.ch_names, metadata = epochs.metadata)) \n", "\n", "#concatenate into xarray\n", "epoch_data = xr.concat(epoch_data, dim = xr.DataArray(subs, dims='participant'), fill_value={'event':'', 'data':np.nan})\n", "\n", "#save\n", "epoch_data.to_netcdf('sample_data/eeg_stim-resp-epoched/epoched_for_hmp.nc')\n", "```" ] }, { "cell_type": "markdown", "id": "df66d7ff-e794-47db-8754-c3660c990ed7", "metadata": {}, "source": [ "\n", "## 4. Reading BIDS data" ] }, { "cell_type": "markdown", "id": "8de371c5-97db-4321-b303-da26666cfde3", "metadata": {}, "source": [ "Given the developments of the BIDS data structure, HMP comes with a function to read BIDS data and convert it to the HMP format. The BIDS format is particularly appropriate given that events are typically clearly defined along the E/MEG recordings, allowing for an easy reconstruction of the conditions for each trial. Check out the different tutorials in MATLAB or python on how to turn your data into BIDS.\n", "\n", "Here below we illustrate how to prepare BIDS data from the ERP-core dataset transformed to BIDS (see https://osf.io/3zk6n). First we need to install the `mne_bids` package if not already installed. You can do this via pip:\n", "`pip install mne_bids`\n", "Then we download the data (1.8 GB!)" ] }, { "cell_type": "code", "execution_count": 18, "id": "bf515f2e-1fb3-4e99-a357-3abd8f2cc6d9", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Downloading ERP CORE dataset...\n", "Extracting ERP CORE dataset...\n" ] } ], "source": [ "\n", "# ERP CORE BIDS dataset\n", "# We'll use mne_bids to download and organize the first 5 participants' data\n", "\n", "import os\n", "from zipfile import ZipFile\n", "\n", "import requests\n", "\n", "# Download the ERP CORE P3 dataset (if not already present)\n", "\n", "erp_core_url = \"https://osf.io/download/3zk6n/\"\n", "zip_path = \"sample_data/ERP_CORE_P3.zip\"\n", "extract_dir = \"sample_data/\"\n", "\n", "if not os.path.exists(zip_path):\n", " print(\"Downloading ERP CORE dataset...\")\n", " r = requests.get(erp_core_url, stream=True)\n", " with open(zip_path, \"wb\") as f:\n", " for chunk in r.iter_content(chunk_size=8192):\n", " f.write(chunk)\n", "print(\"Extracting ERP CORE dataset...\")\n", "with ZipFile(zip_path, \"r\") as zip_ref:\n", " zip_ref.extractall(extract_dir)\n", "\n" ] }, { "cell_type": "markdown", "id": "5dd5701f-0f43-4b81-a39e-ba7c1e8d1fe1", "metadata": {}, "source": [ "And we read the data as in section 2 except that we specify the BIDS parameters to read the data from the BIDS dataset. Note that this requires the BIDS dataset to be structured correctly, with the events and metadata stored in the appropriate files." ] }, { "cell_type": "code", "execution_count": 19, "id": "a37606cd-a18d-41d9-8a18-a3376a7f8237", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Processing participant sub-018's bids eeg\n", "Downsampling to 250 Hz\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/gabriel/ownCloud/projects/RUGUU/hmp/hmp/io.py:345: RuntimeWarning: Data file name in EEG.data (sub-018_task-P3_eeg.fdt) is incorrect, the file name must have changed on disk, using the correct file name (sub-018_ses-P3_task-P3_eeg.fdt).\n", " data = mne_bids.read_raw_bids(\n", "/home/gabriel/ownCloud/projects/RUGUU/hmp/hmp/io.py:345: RuntimeWarning: Unable to map the following column(s) to to MNE:\n", "handedness: right\n", " data = mne_bids.read_raw_bids(\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Processing participant sub-019's bids eeg\n", "Downsampling to 250 Hz\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/gabriel/ownCloud/projects/RUGUU/hmp/hmp/io.py:345: RuntimeWarning: Data file name in EEG.data (sub-019_task-P3_eeg.fdt) is incorrect, the file name must have changed on disk, using the correct file name (sub-019_ses-P3_task-P3_eeg.fdt).\n", " data = mne_bids.read_raw_bids(\n", "/home/gabriel/ownCloud/projects/RUGUU/hmp/hmp/io.py:345: RuntimeWarning: Unable to map the following column(s) to to MNE:\n", "handedness: left\n", " data = mne_bids.read_raw_bids(\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Processing participant sub-015's bids eeg\n", "Downsampling to 250 Hz\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/gabriel/ownCloud/projects/RUGUU/hmp/hmp/io.py:345: RuntimeWarning: Data file name in EEG.data (sub-015_task-P3_eeg.fdt) is incorrect, the file name must have changed on disk, using the correct file name (sub-015_ses-P3_task-P3_eeg.fdt).\n", " data = mne_bids.read_raw_bids(\n", "/home/gabriel/ownCloud/projects/RUGUU/hmp/hmp/io.py:345: RuntimeWarning: Unable to map the following column(s) to to MNE:\n", "handedness: right\n", " data = mne_bids.read_raw_bids(\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Processing participant sub-017's bids eeg\n", "Downsampling to 250 Hz\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/gabriel/ownCloud/projects/RUGUU/hmp/hmp/io.py:345: RuntimeWarning: Data file name in EEG.data (sub-017_task-P3_eeg.fdt) is incorrect, the file name must have changed on disk, using the correct file name (sub-017_ses-P3_task-P3_eeg.fdt).\n", " data = mne_bids.read_raw_bids(\n", "/home/gabriel/ownCloud/projects/RUGUU/hmp/hmp/io.py:345: RuntimeWarning: Unable to map the following column(s) to to MNE:\n", "handedness: right\n", " data = mne_bids.read_raw_bids(\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Processing participant sub-016's bids eeg\n", "Downsampling to 250 Hz\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/home/gabriel/ownCloud/projects/RUGUU/hmp/hmp/io.py:345: RuntimeWarning: Data file name in EEG.data (sub-016_task-P3_eeg.fdt) is incorrect, the file name must have changed on disk, using the correct file name (sub-016_ses-P3_task-P3_eeg.fdt).\n", " data = mne_bids.read_raw_bids(\n", "/home/gabriel/ownCloud/projects/RUGUU/hmp/hmp/io.py:345: RuntimeWarning: Unable to map the following column(s) to to MNE:\n", "handedness: right\n", " data = mne_bids.read_raw_bids(\n" ] } ], "source": [ "import hmp\n", "\n", "sfreq = 250 #at what sampling rate we want the data, downsampling to 250Hz just to show that we can use any SF\n", "tmin, tmax = -.2, 2 #window size for the epochs, from 250ms before the stimulus up to 2 seconds after, data will be baseline corrected from tmin to 0\n", "lower_limit_rt, upper_limit_rt = .2, 2 #lower and upper limit for the RTs, all values outside of this range are discarded, choose carefully\n", "\n", "epoch_data = hmp.io.read_mne_data([],\n", " data_format='bids',\n", " tmin=tmin, tmax=tmax,\n", " sfreq=sfreq,\n", " bids_parameters={\n", " 'bids_root': 'sample_data/ERP_CORE',\n", " 'task': 'P3',\n", " 'datatype': 'eeg',\n", " 'session': 'P3'\n", " },\n", " reference='average',# VERY IMPORTANT, use the average as reference, other type of reference (except REST) can give weird topographies\n", " verbose=False\n", " )\n" ] }, { "cell_type": "markdown", "id": "e181e3b3-6c6b-415a-9b94-84eb1d9a76f1", "metadata": {}, "source": [ "And we can use the data as in the other cases" ] }, { "cell_type": "code", "execution_count": 20, "id": "441b5c0c-4fc1-4758-b136-b55aa2982401", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1000 positively defined intervalsbetween 0.2 and 2 seconds.\n", "Rejection summary: \n", " 88 trials rejected based on threshold of 0.0001 \n", " 0 trials rejected based on interval limit of (0.2, 2) \n", " 0 trials detected with no interval (e.g. preprocessing or interval exceeding epoch)) \n", "Estimating 4 events model with 1 starting point(s)\n" ] } ], "source": [ "# See the two next tutorials for more details on how to fit an HMP model and how to visualize the results.\n", "preprocessed = hmp.transformers.ProjPCA(epoch_data,\n", " n_comp=6,\n", " min_duration=lower_limit_rt,\n", " max_duration=upper_limit_rt,\n", " reject_threshold=1e-4,#Reject if more than 100microV between stimulus and response)\n", " )\n", "pattern = hmp.patterns.HalfSine.create_expected(sfreq=epoch_data.sfreq)\n", "trial_data = hmp.trialdata.TrialData.from_transformer(preprocessed, pattern=pattern.template)\n", "model = hmp.models.EventModel(pattern, n_events=4)\n", "_, estimates = model.fit_transform(trial_data)" ] }, { "cell_type": "markdown", "id": "7df6e53c-71fa-47ac-a16a-25e4797eeb95", "metadata": {}, "source": [ "For the electrode position we can build a montage based on the names of the electrodes in the dataset" ] }, { "cell_type": "code", "execution_count": 21, "id": "32e6e9ac-1fed-4a6a-a4c7-013f4866f56b", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/tmp/ipykernel_138700/1064243124.py:19: RuntimeWarning: Fiducial point nasion not found, assuming identity unknown to head transformation\n", " info = info.set_montage(montage, verbose=False)\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Rename FP1 and FP2 channels to Fp1 and Fp2\n", "epoch_data = epoch_data.assign_coords(\n", " channel=[\n", " ch.replace(\"FP1\", \"Fp1\").replace(\"FP2\", \"Fp2\") if ch in [\"FP1\", \"FP2\"] else ch\n", " for ch in epoch_data.channel.values\n", " ]\n", ")\n", "\n", "montage = mne.channels.make_standard_montage('standard_1020')\n", "# Keep only channels in the montage that are in epoch_data.channel\n", "keep_chs = [ch for ch in montage.ch_names if ch in list(epoch_data.channel.values)]\n", "# Create a new montage with only the desired channels\n", "montage = mne.channels.make_dig_montage(\n", " {ch: montage.get_positions()['ch_pos'][ch] for ch in keep_chs},\n", " coord_frame=montage.get_positions()['coord_frame']\n", ")\n", "\n", "info = mne.create_info(list(epoch_data.channel.values), sfreq, ch_types='eeg')\n", "info = info.set_montage(montage, verbose=False)\n", "hmp.visu.plot_topo_timecourse(epoch_data, estimates,info)" ] }, { "cell_type": "markdown", "id": "90dd1784-0fc1-4535-a3e9-4b5468b2c309", "metadata": {}, "source": [ "Note that in this case the data was not trial_data so still contains large artifacts (e.g. blinks)." ] }, { "cell_type": "markdown", "id": "71ac89de-c546-4fd9-a166-da45613738ed", "metadata": {}, "source": [ "## 5. Reading alternative data formats" ] }, { "cell_type": "markdown", "id": "fc6825ef-22c6-461f-84ae-7be98d2c6d23", "metadata": {}, "source": [ "If none of these case are suitable to you then it'll require quite a lot of work as we cannot account for the multiple ways EEG data can be acquired and processed. To avoid such hassle we advise to either re-read the data in MNE and use the functions in 1. or convert the dataset to BIDS and use the dunctions in 4. If none of these would be suitable, we provide here an example that we made for the P3 task of the [ERP CORE dataset ](https://erpinfo.org/erp-core). This code reads the data from the P3 task, processes it, and saves it in an MNE format that can then be used as in 1.1. The code uses read the EEG epochs with MNE, sets channel types, applies an average reference to the EEG data and re-shape the metadata. It also translates event codes into a more readable format and saves the processed epochs in a new file.\n", "\n", "```python\n", "import os\n", "import re\n", "import mne\n", "import numpy\n", "import pandas as pd\n", "from concurrent.futures import ProcessPoolExecutor\n", "\n", "# Define the base path where the numbered folders are located\n", "base_path = 'P3 All Data and Scripts/'\n", "base_path = os.path.expanduser(base_path)\n", "\n", "# Define the channel types to be set\n", "channel_types = {\n", " 'HEOG_left': 'eog',\n", " 'HEOG_right': 'eog',\n", " 'VEOG_lower': 'eog',\n", " '(corr) HEOG': 'eog',\n", " '(corr) VEOG': 'eog',\n", " '(uncorr) HEOG': 'eog',\n", " '(uncorr) VEOG': 'eog'\n", "}\n", "\n", "mapping_scheme = {\n", " 11: ['A', 1, 'A', 1],\n", " 21: ['B', 2, 'A', 1],\n", " 31: ['C', 3, 'A', 1],\n", " 41: ['D', 4, 'A', 1],\n", " 51: ['E', 5, 'A', 1],\n", " 12: ['A', 1, 'B', 2],\n", " 22: ['B', 2, 'B', 2],\n", " 32: ['C', 3, 'B', 2],\n", " 42: ['D', 4, 'B', 2],\n", " 52: ['E', 5, 'B', 2],\n", " 13: ['A', 1, 'C', 3],\n", " 23: ['B', 2, 'C', 3],\n", " 33: ['C', 3, 'C', 3],\n", " 43: ['D', 4, 'C', 3],\n", " 53: ['E', 5, 'C', 3],\n", " 14: ['A', 1, 'D', 4],\n", " 24: ['B', 2, 'D', 4],\n", " 34: ['C', 3, 'D', 4],\n", " 44: ['D', 4, 'D', 4],\n", " 54: ['E', 5, 'D', 4],\n", " 15: ['A', 1, 'E', 5],\n", " 25: ['B', 2, 'E', 5],\n", " 35: ['C', 3, 'E', 5],\n", " 45: ['D', 4, 'E', 5],\n", " 55: ['E', 5, 'E', 5]\n", "}\n", "\n", "\n", "# Function to translate ecode using the mapping scheme\n", "def translate_ecode(ecode, mapping_scheme):\n", " return mapping_scheme.get(ecode, [None] * 6)\n", "\n", "\n", "# Iterate over the numbered folders\n", "def process_folder(folder):\n", " folder_path = os.path.join(base_path, folder)\n", " \n", " # Read the EEG epochs\n", " epochs_path = os.path.join(folder_path, f'{folder}_P3_shifted_ds_reref_ucbip_hpfilt_ica_corr_cbip_elist_bins_epoch_interp_ar.set')\n", " epochs = mne.read_epochs_eeglab(epochs_path)\n", " \n", " # Set the channel types\n", " epochs.set_channel_types(channel_types)\n", " \n", " # Pick only EEG channels\n", " epochs = epochs.pick_types(eeg=True)\n", " \n", " # Read the event list file (if needed)\n", " event_list_path = os.path.join(folder_path, f'{folder}_P3_Eventlist_RTs.txt')\n", " with open(event_list_path, 'r') as file:\n", " lines = file.readlines()\n", "\n", " # Find the line where the actual data starts\n", " data_start = 0\n", " for i, line in enumerate(lines):\n", " if line.startswith('# item'):\n", " data_start = i + 2 # data starts two lines after the header line\n", " break\n", " \n", " # Process the data lines into a list of dictionaries\n", " data = []\n", " for line in lines[data_start:]:\n", " if not line.strip(): # Skip empty lines\n", " continue\n", " # Split line by whitespace\n", " split_line = line.split()\n", " # Combine all parts after the 10th element (index 9) into one field\n", " combined_last_field = ' '.join(split_line[10:])\n", " # Extract digits from the brackets\n", " digits_in_brackets = re.findall(r'\\d+', combined_last_field)\n", " # Append the first 10 elements and the list of digits\n", " data.append({\n", " 'item': split_line[0],\n", " 'bepoch': split_line[1],\n", " 'ecode': split_line[2],\n", " 'label': split_line[3],\n", " 'onset': split_line[4],\n", " 'diff': split_line[5],\n", " 'dura': split_line[6],\n", " 'b_flags': split_line[7],\n", " 'a_flags': split_line[8],\n", " 'enable': split_line[9],\n", " 'bin': digits_in_brackets\n", " })\n", " # MNE read trigger description\n", " mapping_dict = epochs.event_id\n", " # Create the DataFrame\n", " df = pd.DataFrame(data)\n", " df['rt'] = df['diff'].shift(-1)\n", " \n", " metadata = df\n", " metadata.bepoch = metadata.bepoch.astype(int)\n", " metadata.ecode = metadata.ecode.astype(int)\n", " metadata['rt'] = metadata['rt'].astype(float)\n", " \n", " arr = epochs.events.copy()\n", " # Invert keys and values of mapping_dict, keeping only the three-digit code in parentheses\n", " inverted_mapping = {v: k.split('(')[1].split(')')[0] for k, v in mapping_dict.items() if '(' in k}\n", " \n", " # Replace last column using inverted mapping dictionary\n", " arr[:, -1] = [int(inverted_mapping.get(row[2])) for row in arr]\n", " \n", " # Find indices where metadata_ecode matches arr_last_column\n", " indices = []\n", " filtered_metadata = metadata.copy()\n", " i = 0\n", " for value in arr[:,-1]:\n", " while i < len(metadata.ecode) and metadata.ecode.values[i] != value:\n", " i += 1\n", " indices.append(i)\n", " i += 1\n", " \n", " assert (arr[:,-1] == metadata.ecode.values[indices]).all()\n", "\n", " # Create a DataFrame from metadata_ecode and translate using the mapping scheme\n", " translated_columns = ['target', 'num1', 'stimulus', 'num2', '_','__']\n", " metadata[translated_columns] = metadata['ecode'].apply(lambda x: pd.Series(translate_ecode(x, mapping_scheme)))\n", " metadata['Trial type'] = (metadata['target'] == metadata['stimulus']).astype(str).replace({'True': 'Rare', 'False': 'Frequent'})\n", " epochs.metadata = metadata.iloc[indices]\n", " \n", " # Remove epoch discarded during AR\n", " filtered_metadata = epochs.metadata[epochs.metadata['bin'].apply(lambda x: len(x) > 1)]\n", " epochs_clean = epochs[filtered_metadata.index]\n", " epochs_clean.set_eeg_reference('average')\n", " epochs_clean.apply_baseline()\n", " epochs_clean.save(f'P3/{folder}_reref_epo.fif', overwrite=True)\n", " print(f'Saved {folder}')\n", "\n", "# Get the list of folders to process\n", "folders = [folder for folder in os.listdir(base_path) if folder.isdigit()]\n", "\n", "# Use ProcessPoolExecutor to parallelize the processing\n", "with ProcessPoolExecutor() as executor:\n", " executor.map(process_folder, folders)\n", "```\n" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "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": "3.12.3" } }, "nbformat": 4, "nbformat_minor": 5 }