{ "cells": [ { "cell_type": "markdown", "id": "30362093-e9da-4529-840a-72b4bf389912", "metadata": {}, "source": [ "# Segmentation into ERP epochs\n", "\n", "In this lesson we will learn how to segment continuous EEG data into epochs, time-locked to experimental events of interest. This is the stage at which we move from working with EEG data, to ERP data. Recall that *ERP* stands for *event-related potential* — short segments of EEG data that are time-locked to particular events such as stimulus onsets or participant responses. In the previous steps we removed artifacts from the continuous EEG data. Now, we will segment the data into epochs, and apply artifact correction to the segments, based on the ICA decomposition that we performed in the previous step, as well as using the AutoReject algorithm to automatically detect and remove bad epochs and channels that ICA may not fix." ] }, { "cell_type": "markdown", "id": "20585629-b838-4982-acba-90cbd9296461", "metadata": {}, "source": [ "## Import MNE and Read Filtered Data\n", "\n", "We will segment the band-pass filtered version of the continuous EEG data that we created in the filtering lesson" ] }, { "cell_type": "code", "execution_count": 1, "id": "c1fb1651-d022-4725-ab5f-97fa2dde8a2b", "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Measurement dateJanuary 20, 2015 13:15:58 GMT
ExperimenterUnknown
ParticipantUnknown
Digitized points19 points
Good channels16 EEG
Bad channelsNone
EOG channelsNot available
ECG channelsNot available
Sampling frequency500.00 Hz
Highpass0.10 Hz
Lowpass30.00 Hz
Filenamessub-001-filt-raw.fif
Duration00:13:38 (HH:MM:SS)
" ], "text/plain": [ "" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import mne\n", "mne.set_log_level('error') # reduce extraneous MNE output\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "# Participant ID code\n", "p_id = 'sub-001'\n", "data_dir = 'data/' + p_id + '/'\n", "\n", "raw_filt = mne.io.read_raw_fif(data_dir + p_id + '-filt-raw.fif')\n", "raw_filt.set_montage('easycap-M1') " ] }, { "cell_type": "markdown", "id": "ca7cfa89-ff27-4460-8d31-75578353417a", "metadata": {}, "source": [ "### MNE's events structure\n", "\n", "**Event codes** indicate when events of experimental interest occurred during the EEG recording. They are typically generated by the stimulus computer, and sent to the EEG recording computer at the same time that the stimuli are presented to the participant. Event codes may also mark when a participant made a response (such as a button press, or the onset of a vocal response), or other information such as the start of a new bock of trials or condition, rather than a specific stimulus. \n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Segmenting the data into ERPs depends on these event codes, since they are what we time-lock to. To use them for ERP segmentation, we need to first extract the timing and identity of each code from the raw data, and store it in a NumPy array. Because event codes are numeric (for reasons explained below), we also need to define a mapping between these numbers and meaningful labels (such as what type of stimulus or experimental condition the code denotes). \n", "\n", "We use `mne.events_from_annotations()` to extract the event codes from the raw data and store them in a NumPy array called `events`. The function actually produces two outputs; the second is a dictionary mapping the event codes to labels, which we assign to `events_dict`:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "events, events_dict = mne.events_from_annotations(raw_filt)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can view the first 10 rows of the `events` array:" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[ 0, 0, 2],\n", " [ 0, 0, 1],\n", " [25550, 0, 7],\n", " [25553, 0, 3],\n", " [26099, 0, 13],\n", " [26144, 0, 4],\n", " [29582, 0, 5],\n", " [33283, 0, 3],\n", " [33781, 0, 15],\n", " [34932, 0, 5]])" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "events[:10]" ] }, { "cell_type": "markdown", "id": "86dd7b57-b814-435d-9119-698e439f1708", "metadata": {}, "source": [ "`events` is a NumPy array with 3 columns, and one row for each event code in the data. \n", "\n", "The **first column** contains the index of the event code in terms of the data array. Recall that the data were sampled at a rate of 500 Hz, meaning we have one sample (i.e., measurement) every 2 ms. So the values in the first column of `events` are not time measured in milliseconds, but \"time\" in terms of samples or data points. This is important to remember later, although MNE generally makes it easy to go between samples and more intuitive measures of time like milliseconds or seconds.\n", "\n", "The **second column** is usually zero, but is intended to mark the end time off an event, if the event code was send to the EEG system for a period of time. In practice it is rarely used, and we will ignore it.\n", "\n", "The **third column** is the event code itself, as an integer. We'll elaborate later on what each code means." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "### About Event Codes\n", "\n", "Most EEG systems receive event codes from the stimulus computer using an electronic communications protocol called **TTL**, or transistor-to-transistor logic. It's very simple and low-level, and is done via the parallel port of a computer (which is so low-level, computers almost never have these built in anymore). The reason this arcane system is still routinely used in EEG is that its timing is very precise, which means it is the best option to get millisecond-level synchronization between when the stimulus computer presents a stimulus, and when the event code is received by the EEG system. This level of precision is vital in EEG research because the effects of interest occur on a millisecond time scale. The impact of this system for us is that the event codes stored in an EEG data file are usually restricted to integers in the range of 1–255, because that is the (8 bit) resolution of the TTL protocol (i.e., this kind of connection can inherently only send this range of values). Some EEG recording software allows the experimenter to specify text labels for each numerical event code, based on what the numbers mean in that particular experiment. However, in most cases mapping between the numerical event codes and meaningful labels is something we do in preprocessing, as shown below.\n", "\n", ":::{admonition} Lab Streaming Layer (LSL)\n", "\n", "A modern replacement for TTL signals is the [**Lab Streaming Layer**](https://labstreaminglayer.org/) (LSL), which is a software-based system for sending event codes and other data between computers. LSL involves one computer running an LSL server application, which other computers (or processes on the same computer) send data to via a network connection. LSL has a sophisticated way of synchronizing timing between multiple computers, which allows for good temporal precision. Besides not requiring computers that have parallel ports, LSL can aggregate data streams from a variety of sources, including stimulus presentation software, EEG and fNIRS systems, eye trackers, motion capture systems, and more. In the present data sets we use TTL codes, however MNE supports LSL and the processes demonstrated here are similar for LSL data.\n" ] }, { "cell_type": "markdown", "id": "3931733b-b076-4bae-a30f-c0b704b0ff7b", "metadata": {}, "source": [ "### The Event Dictionary \n", "\n", "When MNE reads the event codes from a raw data file, it does a step that isn't always intuitive. Event codes in raw data files can take a variety of forms, depending on the software that was used to record the data. MNE searches through the raw data, and finds each unique event code (keeping in mind that event codes typically indicate a category of stimuli, or experimental condition, not the identity of individual stimuli or trials). MNE treats the event codes as strings, even if they are all numeric. MNE then assigns each unique event code an integer value. This mapping between original event codes and integers is stored in a dictionary called `events_dict`:" ] }, { "cell_type": "code", "execution_count": 4, "id": "643791e0-47d0-40df-baa8-e4cd768d7fef", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'Comment/actiCAP Data On': 1,\n", " 'New Segment/': 2,\n", " 'Stimulus/S 1': 3,\n", " 'Stimulus/S 2': 4,\n", " 'Stimulus/S 3': 5,\n", " 'Stimulus/S 4': 6,\n", " 'Stimulus/S 5': 7,\n", " 'Stimulus/S 7': 8,\n", " 'Stimulus/S101': 9,\n", " 'Stimulus/S102': 10,\n", " 'Stimulus/S111': 11,\n", " 'Stimulus/S112': 12,\n", " 'Stimulus/S201': 13,\n", " 'Stimulus/S202': 14,\n", " 'Stimulus/S211': 15,\n", " 'Stimulus/S212': 16}" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "events_dict" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the above dictionary, the original event codes are the dictionary keys (on the left of the colons). You can see that the first two entries are not of experimental interest, but simply note the start of recording. The other event codes were originally numeric, but the recording software pre-pended `Stimulus/S` to the start of each one. MNE has simply matched each one to an integer, so the event codes used in MNE don't match the original event codes. This is why `events_dict` is critical to ensuring that you map the right event codes to the each event of experimental interest. Another step is required, though, because we need a way of mapping from the the codes that MNE is using in the data, to the labels for the events that make sense to us in terms of the experiment (e.g., different stimulus types, response onsets, etc.). \n", "\n", "### How MNE Interprets Event Codes\n", "\n", "There is actually a workaround for this. In the present case, we imported the filtered data that we created in a previous lesson. If instead we had applied `mne.events_from_annotations()` to the original `raw` data file, MNE would be able to parse the event codes, and will assign them the same integer values that they had in the original data file. This is because the original data file was in the BrainVision format, which stores the event codes in a way that MNE can read. However, if you apply `mne.events_from_annotations()` to the `raw_filt` data file, MNE will not be able to parse the event codes, because the data file is in the `.fif` format, which stores the event codes differently. In this case, MNE will assign new integer values to the event codes, starting at 1 for the first event code it finds in the file, as we see here. \n", "\n", "For reference, let's see the difference when we read the original raw file. Since we only want the event codes, and not the data, we can speed the process up by setting the kwarg `preload=False`. This tells MNE to read the metadata from the file, but not the data itself. This also saves memory." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'Comment/actiCAP Data On': 10001,\n", " 'New Segment/': 99999,\n", " 'Stimulus/S 1': 1,\n", " 'Stimulus/S 2': 2,\n", " 'Stimulus/S 3': 3,\n", " 'Stimulus/S 4': 4,\n", " 'Stimulus/S 5': 5,\n", " 'Stimulus/S 7': 7,\n", " 'Stimulus/S101': 101,\n", " 'Stimulus/S102': 102,\n", " 'Stimulus/S111': 111,\n", " 'Stimulus/S112': 112,\n", " 'Stimulus/S201': 201,\n", " 'Stimulus/S202': 202,\n", " 'Stimulus/S211': 211,\n", " 'Stimulus/S212': 212}" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "raw = mne.io.read_raw_brainvision(data_dir + p_id + '.vhdr', preload=False)\n", "raw_filt\n", "\n", "events_raw, events_dict_raw = mne.events_from_annotations(raw)\n", "events_dict_raw" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In practice it would make sense to read in the original raw file here to get the event codes. However, we will continue with the filtered data, because it provides an opportunity to demonstrate how to re-map information between two Python dictionaries, which is a useful thing to learn about." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "## Label Event Codes – Mapping Between Dictionaries\n" ] }, { "cell_type": "markdown", "id": "a6eceb9c-4cf6-4ecb-955c-6e0b7f498002", "metadata": { "tags": [] }, "source": [ ":::{admonition} Background on the Experiment that Generated These Data\n", "\n", "This data set was collected while the participant viewed a series of pictures of objects on a computer screen. One second after each picture was presented, a spoken word was played over a speaker. The word was either the name of the pictured object, or some other word. Based on prior research, we predicted an **N400** ERP component for the mismatch trials relative to those on which the picture and word matched. In other words, the experimental contrast we are interested in is between **Match** and **Mismatch** trials.\n", "\n", "The N400 is a component first discovered by [Kutas & Hillyard (1980)](https://dx.doi.org/10.1126/science.7350657), in response to sentences that ended in a word whose meaning was not predicted given the preceding words in the sentence. For example, the sentence *I take my coffee with milk and dog.* would elicit an N400 at the word *dog*. More than 40 years of subsequent research has shown that the N400 is a marker of brain processes involved in integrating new information into an ongoing context that people maintain of words and concepts — or in technical terms, *semantic integration*. Violations of expectations related to the meaning of stimuli evoke an N400 response. In the present experiment, we did not use sentences, however each picture created a context and the subsequent word either fit (matched) or did not fit (mismatched) that context. \n", "\n", "Although there were really only two experimental conditions in this experiment (match and mismatch), as you there are a lot more than two event codes in the `events` array and `events_dict` dictionary above! This is because in this study, the experimenters coded details of the stimuli in great detail. This is common in research, where we have one central research question, but perhaps other questions relating to more fine-grained details of the stimuli. As well, the stimuli may vary in ways that are not of experimental interest, but are properties that we would like to control for. For now we will label each event code.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can define a dictionary that maps labels onto each (original) event code of interest:" ] }, { "cell_type": "code", "execution_count": 6, "id": "a9c61a4b-aa97-4373-a554-6b2e006b2304", "metadata": {}, "outputs": [], "source": [ "event_mapping = {'PicOnset':1, 'RespPrompt':2, 'CorResp':3, 'IncorResp':4, 'RespFeedback':5, 'unused':7, \n", " 'Match/A':111, 'Match/B':211, 'Match/C':112, 'Match/D':212,\n", " 'Mismatch/A':101, 'Mismatch/B':201, 'Mismatch/C':102, 'Mismatch/D':202\n", " }" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We now need to map between `events_dict` and `event_mapping`. The first thing we'll do is swap the keys and values in `event_mapping`, because once we extract the original, numerical event codes from `events_dict` we will want to use them as keys to index into `event_mapping` so that we can find the corresponding labels. We can do this with a dictionary comprehension (which is like list comprehension, but for dictionaries). `event_mapping.items()` will generate two outputs: the keys and the values of the dictionary. We can then swap them by putting the values first, and the keys second, separated by a colon. We then wrap this in curly braces to indicate that we are creating a dictionary:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{1: 'PicOnset',\n", " 2: 'RespPrompt',\n", " 3: 'CorResp',\n", " 4: 'IncorResp',\n", " 5: 'RespFeedback',\n", " 7: 'unused',\n", " 111: 'Match/A',\n", " 211: 'Match/B',\n", " 112: 'Match/C',\n", " 212: 'Match/D',\n", " 101: 'Mismatch/A',\n", " 201: 'Mismatch/B',\n", " 102: 'Mismatch/C',\n", " 202: 'Mismatch/D'}" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# swap keys and values in event_mapping\n", "event_mapping = {v:k for k,v in event_mapping.items()}\n", "event_mapping" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The next thing we need to do is extract the numerical event codes from `events_dict` (e.g., the`'1'` in `'Stimulus/S 1': 3`). We only need to do this for event codes that start with `'Stimulus/S`, so we can select only the keys in `events_dict` that match this string, then strip it from each key to get the numerical event code. We can then use this numerical code to index into `event_mapping` to get the label for that event code. We can then assign the label to the `name` key in `events_dict` for that event code:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'PicOnset': 3,\n", " 'RespPrompt': 4,\n", " 'CorResp': 5,\n", " 'IncorResp': 6,\n", " 'RespFeedback': 7,\n", " 'unused': 8,\n", " 'Mismatch/A': 9,\n", " 'Mismatch/C': 10,\n", " 'Match/A': 11,\n", " 'Match/C': 12,\n", " 'Mismatch/B': 13,\n", " 'Mismatch/D': 14,\n", " 'Match/B': 15,\n", " 'Match/D': 16}" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# make a new dictionary to map experiment labels to MNE's event codes\n", "event_id = {}\n", "\n", "for key, value in events_dict.items():\n", " # select only the keys in `events_dict` that match this string\n", " if 'Stimulus/S' in key:\n", " # strip the leading text from the key to get the numerical event code\n", " orig_event_code = int(key.split('/S')[1])\n", " # \"value\" is the integer event code that MNE assigned to each event code it found in the data\n", " # we map this value to a key that corresponds to the original event code, \n", " # and add this key:value pair to event_id\n", " event_id[event_mapping[orig_event_code]] = value\n", " \n", "event_id " ] }, { "cell_type": "markdown", "id": "313c5ecd-7612-4696-be47-d0158dd67a73", "metadata": {}, "source": [ "## Plot Events Over Time\n", "\n", "MNE provides a useful function, `mne.viz.plot_events()`, which will read an events array and plot the timing of event codes over the time, with different rows and colors for each event type. We have to pass the sampling rate (`raw.info['sfreq']`) as the second argument so that MNE knows how to convert the samples in the `events` array to units of time. We also pass the mapping between labels and event codes (`event_id`) so that the plot has a meaningful legend.\n", "\n", "This plot can be very useful to understand the timeline of an experiment, and also to confirm that the types and timing of event codes Control what was expected based on the design of the experiment. In the present experiment, all three sentence types were randomly intermixed, so the plot below is consistent with this. \n", "\n", "Note that it's not necessary to use `plt.subplots()` before running any MNE plot routine. However, in some cases, such as this one, MNE's default plot size is not optimal for what is being plotted, so `plt.subplots()` allows us to specify the figure size. Note that when we run the MNE plot command, we don't apply a Matplotlib axis method, but instead pass the `ax` pointer to the subplot to MNE's plot command using the `axes=` kwarg. Many of MNE's plotting commands support this kwarg, but not all (since some MNE plots actually create figures with multiple subplots)." ] }, { "cell_type": "code", "execution_count": 9, "id": "de013044-9721-44fe-beb0-a0aa1e091528", "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=[15, 5])\n", "\n", "mne.viz.plot_events(events, raw_filt.info['sfreq'], \n", " event_id=event_id, \n", " axes=ax)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This plot of event codes over time can be very useful in ensuring that the event codes in your experiment occurred as expected. This is especially important to check when you're first pilot-testing an experiment, before you collect data from lots of participants. It's also useful simply to visualize and understand the structure of an experiment. \n", "\n", "For example, in the plot above the bottom three rows show lots of dots (event codes) quite regularly over the duration of the data collection. The legend tells us these correspond to picture onsets, response prompts, and correct responses. This makes sense since pictures appeared on every trial, and the participant was prompted for a response on every trial. And, participants performed the task reasonably well, so the majority of responses were correct; we can see a few incorrect responses along the line marked `4` on the *y* axis. The other event codes occur less frequently, and at somewhat random intervals – these are the individual match and mismatch trials, whose order was randomized in the experiment. However, if you look closely you can see that the experiment was broken into two blocks: the `A` and `B` trial types occurred in the first half of the experiment, while the `C` and `D` trial types occurred in the second half." ] }, { "cell_type": "markdown", "id": "ad85ac3a-a024-4c2c-949e-0130f9b9eeb7", "metadata": {}, "source": [ "## Segment the data into epochs\n", "\n", "Having extracted our event codes, and mapped them to labels, we are now ready to split the continuous, filtered raw EEG data into epochs time-locked to the event codes of interest, as defined in the `event_mapping` dictionary we created above. To do this we use `mne.Epochs()`, which creates an object of the class `Epochs`. The [API](https://mne.tools/stable/generated/mne.Epochs.html) for this function is: \n", "\n", " mne.Epochs(raw, events, event_id=None, tmin=-0.2, tmax=0.5, baseline=(None, 0), picks=None, preload=False, reject=None, flat=None, proj=True, decim=1, reject_tmin=None, reject_tmax=None, detrend=None, on_missing='raise', reject_by_annotation=True, metadata=None, event_repeated='error', verbose=None)\n", "\n", "\n", "We don't need to specify all of the arguments listed in the API, but a number of them are necessary; the first 5 of these are *positional* arguments, meaning that the first 5 arguments positions are required, must occur in the order shown, and must have specific contents:\n", "- the first is the raw data. We will pass the filtered raw data.\n", "- the next two arguments are the events array, and the mapping of events to labels (we'll use `event_mapping`)\n", "- the fourth and fifth arguments are the start and end times of each epoch (`timn` and `tmax`), relative to the event code. Typically the minimum (start) time is a negative number, because for reasons explained below we want a *baseline* period to compare to the activity after the event code (typically 50-200 ms, but sometimes longer). The end time depends on the timing of the ERP components you expect to occur. Some types of stimuli and experiments (such as studies of attention, or face processing) may only be interested in ERPs that occur within, say, the first 500 ms after stimulus presentation. In language studies, interesting effects often occur up to 1 s or even longer after a word is presented. An important thing to note is that times in MNE are always specified in *seconds* (which is a bit counter-intuitive because we commonly talk about the timing of ERPs in milliseconds).\n", "\n", "After these 5 required positional arguments, there are many kwargs we can specify. For our purposes, the defaults for most of these are fine. However, we will specify two additional kwargs: \n", "\n", "The `baseline` kwarg specifies what time period to use as the baseline for each epoch. The baseline is the period before the stimulus onset, and it is used to define \"zero\" voltage for each trial. This is necessary because the measured electrical potentials can drift quite a lot over the course of the experiment (even after we filter out the lowest-frequency drift), and artifacts can affect absolute microVolt values as well. So the absolute microVolt values for any given epoch might be rather different from other epochs, due to drift. By subtracting the mean amplitude over the baseline period from each trial (and for each channel), we \"center\" the measurements for that trial such that the potentials after the onset of each event code reflect the deviations of our measurements from the baseline period. Put another way, the measurements of each epoch reflect any changes in electrical potential that occur after the event code, relative to the baseline period before it. We use `(None, 0)` for the baseline to specify the time period from the start of the epoch to the time of the event code.\n", "\n", ":::{note}\n", "Subtracting the baseline like this is not always necessary, or desirable. Another approach is to leave the baseline untouched at the epoching stage, and worry about it later. In particular, there is an approach called baseline regression (Alday, 2019) in which the mean amplitude of the baseline on each trial is used as a predictor in a regression model, which allows one to \"regress out\" the baseline on a trial-by-trial basis rather than subtracting it. This can be particularly useful in certain cases, such as when the baseline period isn't actually \"silent\" but contains some activity of interest (e.g., a previous word when reading a sentence or listening to a story; see e.g., Sayehli et al., 2022). However, the standard baseline subtraction approach is valid in most cases and we will use it here." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To make these important parameter choices easy to find and modify in our code, we will assign each value to a variable name, and in `mne.Epochs` we'll use those variables.\n", "\n", "We also include the `preload=True` kwarg. As with `raw` data, MNE tries to save memory by not keeping the epoched data in memory unless it is needed. However, below we will need it and so we force MNE to store this in the data here. \n" ] }, { "cell_type": "code", "execution_count": 10, "id": "a756ade3-072b-4724-858a-1f7f90245d22", "metadata": {}, "outputs": [], "source": [ "# Epoching settings\n", "tmin = -.100 # start of each epoch (in sec)\n", "tmax = 1.000 # end of each epoch (in sec)\n", "baseline = (None, 0)\n", "\n", "# Create epochs\n", "epochs = mne.Epochs(raw_filt,\n", " events, event_id,\n", " tmin, tmax,\n", " baseline=baseline, \n", " preload=True\n", " ) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Viewing and Indexing Epochs\n", "If we ask for the value of `epochs` we get nice, tidy output with a summary of the contents of the data structure. " ] }, { "cell_type": "code", "execution_count": 11, "id": "0e49c124-12ff-43b4-963f-56ae392a772a", "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Number of events531
EventsCorResp: 144
IncorResp: 1
Match/A: 18
Match/B: 18
Match/C: 18
Match/D: 18
Mismatch/A: 18
Mismatch/B: 18
Mismatch/C: 18
Mismatch/D: 18
PicOnset: 144
RespFeedback: 1
RespPrompt: 96
unused: 1
Time range-0.100 – 1.000 s
Baseline-0.100 – 0.000 s
" ], "text/plain": [ "" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "epochs" ] }, { "cell_type": "markdown", "id": "18c3884e-9919-40f2-bbfd-32735cd1fe17", "metadata": {}, "source": [ "Epochs can be accessed in a variety of ways, all using square brackets `epochs[]`. \n", "\n", "If we use an integer, we get the epoch at that index position (epochs are numbered from zero to the total number of epochs, in the order that the event codes occurred in the raw data):" ] }, { "cell_type": "code", "execution_count": 12, "id": "c53cc55b-9643-4251-99d1-da87b963f715", "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Number of events1
EventsRespFeedback: 1
Time range-0.100 – 1.000 s
Baseline-0.100 – 0.000 s
" ], "text/plain": [ "" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "epochs[0]" ] }, { "cell_type": "code", "execution_count": 13, "id": "32b25008-cd6e-4c5c-8b13-caa697595a9c", "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Number of events5
EventsCorResp: 2
Match/A: 1
PicOnset: 1
RespPrompt: 1
Time range-0.100 – 1.000 s
Baseline-0.100 – 0.000 s
" ], "text/plain": [ "" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "epochs[10:15]" ] }, { "cell_type": "markdown", "id": "d842a645-4673-492d-83b1-dda91e103c7b", "metadata": {}, "source": [ "Alternatively, we can access all of the epochs associated with a particular event code, using the label we assigned to the code using `event_mapping`:" ] }, { "cell_type": "code", "execution_count": 14, "id": "c29b8f35-52d1-45bf-b7bd-3029548b48a8", "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Number of events18
EventsMatch/A: 18
Time range-0.100 – 1.000 s
Baseline-0.100 – 0.000 s
" ], "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "epochs['Match/A']" ] }, { "cell_type": "markdown", "id": "2db42e53-7469-4785-97d3-cee034316976", "metadata": {}, "source": [ "These two methods can be combined to select a specific event out of those in a condition:" ] }, { "cell_type": "code", "execution_count": 15, "id": "e845dc13-4026-4000-a32a-978a78717a32", "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Number of events1
EventsMatch/A: 1
Time range-0.100 – 1.000 s
Baseline-0.100 – 0.000 s
" ], "text/plain": [ "" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "epochs['Match/A'][8]" ] }, { "cell_type": "markdown", "id": "4dc19a26-0a64-4a2e-8517-07efbe74ed28", "metadata": {}, "source": [ "If we pass multiple condition labels, then we will get all epochs in each of the conditions specified:" ] }, { "cell_type": "code", "execution_count": 16, "id": "1b94cee1-bdba-43bf-bab2-c8b09237bcd2", "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Number of events36
EventsMatch/A: 18
Match/B: 18
Time range-0.100 – 1.000 s
Baseline-0.100 – 0.000 s
" ], "text/plain": [ "" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "epochs['Match/A', 'Match/B']" ] }, { "cell_type": "markdown", "id": "555ad4d1-062f-4348-b3c6-b8a1331bd734", "metadata": {}, "source": [ "MNE also recognizes the `/` separator for condition labels (e.g., in `'Match/A'`): the string before the `/` is treated as a more general category, with the string after the `/` treated as subsets of that category. So we can see all of the Match trials (`A`, `B`, `C`, & `D`) by passing `'Match'` as the condition label:" ] }, { "cell_type": "code", "execution_count": 17, "id": "996c2bcb-ae82-4098-9a20-bf936c658473", "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Number of events72
EventsMatch/A: 18
Match/B: 18
Match/C: 18
Match/D: 18
Time range-0.100 – 1.000 s
Baseline-0.100 – 0.000 s
" ], "text/plain": [ "" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "epochs['Match']" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Likewise, we can see all of the epochs in the `A` condition (`Match` & `Mismatch`) by passing `'A'` as the condition label:" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Number of events36
EventsMatch/A: 18
Mismatch/A: 18
Time range-0.100 – 1.000 s
Baseline-0.100 – 0.000 s
" ], "text/plain": [ "" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "epochs['A']" ] }, { "cell_type": "markdown", "id": "a81f50f2-d19a-48a7-8378-828f8a78d1f0", "metadata": {}, "source": [ "## Visualize Average ERP Across Conditions of Interest – Before Artifact Correction\n", "\n", "While it's useful to see the summary of the epochs object, it's more interesting to visualize the data. The `Epochs` class has a `.plot()` method to do this. Since `Epochs` contains each individual trial, if we try to plot multiple epochs (e.g., `epochs.plot()`) we will get an interactive plot (like we saw previously for scrolling through the raw data). Typically what we want to see is the *average* across all trials of a condition. This is central to ERPs — the data on each individual trial is noisy, but when we average across many trials, the noise tends to cancel out, leaving the ERP component of interest. So we need to chain the `.average()` method with `.plot()`. Here we'll average across Match and Mismatch epochs; even though ultimately we want to compare these two, for the purposes of assessing data quality we'll average them together:" ] }, { "cell_type": "code", "execution_count": 19, "id": "7898a5cf-69e7-4002-b503-ac6c939ba3d8", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "epochs['Match', 'Mismatch'].average().plot(); # remember the semicolon prevents a duplicated plot" ] }, { "cell_type": "markdown", "id": "6471f348-9074-4d0a-86f2-424473b594b2", "metadata": {}, "source": [ "The above *butterfly plot* shows all electrodes on a single axis. The color of the lines indicates where ont he head the channel was located, as shown in the inset head plot. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "No longer true:\n", "The above plot shows strong evidence of ocular artifacts in the data: the amplitude scale is on the order of 100 µV, whereas real EEG is rarely more than 10–20 µV, and the largest amplitude values are in channels around the eyes (you can tell this by matching the colors of the lines in the plot with those of the channel locations on the inset showing the electrode layout). Remember that we created these epochs from the filtered raw data, from which we have not yet removed artifacts. \n", "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ ":::{admonition} Butterflies and Rainbows\n", "\n", "Plotting all electrodes on one axis is called a **butterfly plot**. The name may seem strange but when you use it to plot data from lots of sensors (especially MEG data), it does look somewhat like a butterfly:\n", "\n", "![butterfly plot of MEG data containing 245 channels](https://mne.tools/dev/_images/sphx_glr_90_phantom_4DBTi_001.png). " ] }, { "cell_type": "markdown", "id": "3ef5a55d-85e2-486b-b961-39b816c33a35", "metadata": { "tags": [] }, "source": [ "## Apply ICA correction to epochs\n", "\n", "Recall that in the previous lesson, we created `epochs_ica`, with 1 s segments of the entire raw file, which we fit ICA on to identify artifacts. We then saved the indices of the ICs to `ica.exclude`, and saved the ICA decomposition to a file. Here, we can load that file and apply the ICA decomposition – and the exclusion of ICs – to the `epochs` data that we just created in the present lesson — i.e., the ERP data time-locked to events of interest. This works because what is stored in the `ica` object is not the original data that ICA was applied to, but a formula for applying a mathematical transformation to data. So we can apply that same transformation to any data that has the same number of channels as the original data.\n", "\n", "As with many MNE methods (such as filtering, as we saw earlier), the `ICA` `.apply()` method operates on data in-place, meaning it alters the data that is passed to it. In general, it's good practice to make copies of data when applying transformations (this is especially useful when developing your own code, in case what you try doesn't work the first time. It's nice not to have to redo preivous steps to re-create your Epochs). So here we use the `.copy()` method:" ] }, { "cell_type": "code", "execution_count": 20, "id": "5cdcb9e1-c4f0-4ff5-aeb2-252d8bfdb72a", "metadata": {}, "outputs": [], "source": [ "# read the previously-saved ICA decomposition\n", "ica = mne.preprocessing.read_ica(data_dir + p_id + '-ica.fif')\n", "\n", "# apply the ICA decomposition (excluding the marked ICs) to the epochs\n", "epochs_postica = ica.apply(epochs.copy())" ] }, { "cell_type": "markdown", "id": "5a834ab8-5f03-49b4-9349-518f93ed757d", "metadata": { "tags": [] }, "source": [ "### Visualize Average ERP After ICA Artifact Removal\n", "\n", "Let's create a figure with two subplots to visualize the butterfly plots before and after ICA correction. THe differences between the two seem to start around 200 ms. In general, the artifact-corrected data shows less variance across channels. This is an effect of removing ocular artifacts — blinks and eye movememnts are very large at the frontal channels and comparatively small at posterior channels — meaning the variance, or overall difference between channels, is large. Removing those artifacts reduces the variance across channels." ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=[12, 3])\n", "\n", "epochs['Match', 'Mismatch'].average().plot(axes=ax[0], ylim=[-11, 10], show=False); # remember the semicolon prevents a duplicated plot\n", "epochs_postica['Match', 'Mismatch'].average().plot(axes=ax[1], ylim=[-11, 10]);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## AutoReject for Final Data Cleaning\n", "\n", "ICA correction removed the ocular (blink and eye movement) artifacts. However, there are potentially other sources of noise remaining in the data, including muscle noise, \"paroxysmal\" artifacts (sudden, large-amplitude deflections), and other sources. Sometimes as well, individual channels contain noise either over the entire recording, or in specific segments. We can use the AutoReject algorithm to automatically detect and remove bad epochs and channels. Any channels that are removed are then replaced using interpolation – essentially averaging the data from surrounding channels to estimate the data from the noisy channel.\n", "\n", "You may recall that we used AutoReject earlier, prior to running ICA. At that point, we used AutoReject to identify and exclude any particularly noisy segments of data from the ICA decomposition. But we didn't actually remove those segments from the data set, we just told ICA to ignore them. Here, we will use AutoReject to identify *and* exclude any particularly noisy epochs, and correct noisy channels through interpolation.\n", "\n", "Here we run the same code we used prior to ICA, except that we fit it to the `epochs_clean` data that has been cleaned with ICA. Another difference is that previously, we used the `.fit()` method to fit the AutoReject algorithm to the data, and then used the information stored in the fit to exclude noisy epochs from ICA. Here instead, we apply the `fit_transform()` method, which both fits the model, and *applies* the \"transformation\" (i.e., the exclusion of bad epochs and interpolation of bad channels) to the data. We include a kwarg asking the method to output a log of the steps that AutoReject took to clean the data. We can use this log to see what AutoReject did. We assign the output of this method to two variables, `epochs_clean` and `reject_log_clean`. The first is the cleaned data, and the second is the log." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ ":::{attention}\n", "\n", "Remember that AutoReject can take a long time to run. Just be patient and let it run. You'll know when it's done because you'll see a description of the cleaned epochs printed below." ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Number of events423
EventsCorResp: 111
IncorResp: 0
Match/A: 16
Match/B: 17
Match/C: 15
Match/D: 13
Mismatch/A: 16
Mismatch/B: 15
Mismatch/C: 13
Mismatch/D: 14
PicOnset: 116
RespFeedback: 1
RespPrompt: 76
unused: 0
Time range-0.100 – 1.000 s
Baseline-0.100 – 0.000 s
" ], "text/plain": [ "" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from autoreject import AutoReject\n", "\n", "ar = AutoReject(n_interpolate=[1, 2, 4],\n", " random_state=42,\n", " picks=mne.pick_types(epochs_postica.info, \n", " eeg=True,\n", " eog=False\n", " ),\n", " n_jobs=-1, \n", " verbose=False\n", " )\n", "\n", "epochs_clean, reject_log_clean = ar.fit_transform(epochs_postica, return_log=True)\n", "\n", "epochs_clean" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### View AutoReject's Effects\n", "\n", "We can plot the rejection log to see which epochs were rejected, and which channels were interpolated:" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=[10, 4])\n", "reject_log_clean.plot('horizontal', aspect='auto', ax=ax)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Visualize Average ERP After AutoReject\n", "\n", "Let's again plot the average ERPs across all Match and Mismatch trials, after AutoReject has been applied. We'll create a figure with two subplots so we can compare the average before and after data cleaning with ICA + AutoReject:" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 2, figsize=[12, 3])\n", "\n", "epochs['Match', 'Mismatch'].average().plot(axes=ax[0], show=False); # remember the semicolon prevents a duplicated plot\n", "epochs_clean['Match', 'Mismatch'].average().plot(axes=ax[1]);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The data look very similar in the two panels, but there are some differences. In particular, the variability in amplitude across channels is larger prior to artifact removal. Notably, the anterior channels (shown in green/yellow hues) seem to cluster together, and are different in amplitude from other channels. This suggests that there were some ocular artifacts in the later portion of some of the epochs — since ocular artifacts are much larger over anterior than posterior channels. After cleaning, the differences between channels are decreased, providing evidence that the cleaning process had an effect. \n", "\n", "It's also insightful to note here that, in the average across nearly 150 epochs, the ocular artifacts do not look like a \"canonical\" blink or horizontal eye movement artifact, like the examples shown in the previous lesson. Since ocular artifacts typically don't occur at the same time relative to stimulus onset, and occur on a (hopefully) small number of trials, in the average their influence is more subtle. However, they can still have a large effect on the data, as we can see here." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Scalp topography maps\n", "\n", "As we did with ICA components, we can plot the EEG potentials over the scalp, using the `.plot_topomap()` method. The code below generates a scalp map every 100 ms, which reflects the electrical potentials averaged over a 50 ms window centered on each time point. The time range over which each plot is averaged are shown in the labels above each scalp plot; the numbers are not precisely 50 ms ranges, because the sampling rate was 500 Hz, meaning that samples were acquired every 2 ms. So we have data at, e.g., .024 and .026 s, but not at .025." ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Specify times to plot at, as [min],[max],[stepsize]\n", "times = np.arange(0, tmax, 0.1)\n", "\n", "epochs_clean['Match'].average().plot_topomap(times=times, average=0.050);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can plot the Mismatch trials separately from the Match trials, to see if there are any differences in the scalp topography of the ERPs between the two conditions:" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "epochs_clean['Mismatch'].average().plot_topomap(times=times, average=0.050);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There do seem to be differences, but be careful: look at the range of microVolt values in the colorbars for each plot. They are different. By default, MNE scales the range of the colorbar in topo plots to the range of values in each data object that is passed to it. This is useful bin visualizing the scalp distribution of effects in any particular condition, but it makes it impossible to compare between conditions. But to compare between two plots, we need to ensure that the colorbar ranges are the same for both. We can use the `vlim` kwarg to specify the range of values to use for the *y* axis and colorbar. Here we use the same range for both conditions, so that we can compare them. Since one plot's range is ±10 µV, and the other is ±6 µV, we use ±8 as a compromise" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ ":::{caution}\n", "\n", "Always use a symmetrical pair of values for the `vlim` argument to `plot_topomap()` (e.g., `(-10, 10)`, but not `(-10, 5)`). The red-blue color scale that is used assumes that the values are symmetrical, so that values close to zero appear white, positive values are read, and negative values are blue. This is quite intuitive for most viewers to interpret. However, if you use an asymmetric range, then white will not be centered on zero, and the color scale will be misleading." ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Match\n" ] }, { "data": { "image/png": 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Mismatch\n" ] }, { "data": { "image/png": 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", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Specify times to plot at, as [min],[max],[stepsize]\n", "times = np.arange(0, tmax, 0.1)\n", "\n", "print('Match')\n", "epochs_clean['Match'].average().plot_topomap(times=times, average=0.050, vlim=(-8, 8));\n", "\n", "print('Mismatch')\n", "epochs_clean['Mismatch'].average().plot_topomap(times=times, average=0.050, vlim=(-8, 8));" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The differences between conditions appear smaller now, however some differences are still visible. In the next lesson we'll explore how to visualize differences between conditions in more detail." ] }, { "cell_type": "markdown", "id": "59194a48-cf39-4c75-8be1-92b8cee3a281", "metadata": {}, "source": [ "## Save epochs\n", "\n", "Finally, we'll save our cleaned epochs for use in later lessons. MNE requires the `-epo` suffix for .fif files storing epochs." ] }, { "cell_type": "code", "execution_count": 28, "id": "a6c5b482-018e-4cba-a69d-320dac31611b", "metadata": {}, "outputs": [], "source": [ "epochs_clean.save(data_dir + p_id + '-epo.fif', overwrite=True)" ] } ], "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": "3.11.6" } }, "nbformat": 4, "nbformat_minor": 5 }