Real-Time Visual Oddball Task
Tested on MEDUSA© Platform v2023.0
This app provides a visual oddball task to elicit event-related potentials (ERPs) and visualize them in real-time.
What is the basis of this task?
A visual oddball task is a commonly used paradigm in electrophysiology to study event-related potentials (ERPs), which are changes in the electrical activity of the brain that occur in response to specific stimuli. In a visual oddball task, participants are presented with a rapid sequence of visual stimuli, such as letters or symbols, and are asked to attend to the stimuli and perform a simple response when a rare or "oddball" stimulus appears.
The oddball stimulus is typically different from the other, more frequently presented stimuli in some way, such as being a different color or shape. The appearance of the oddball stimulus elicits an ERP response that is distinct from the responses to the more frequently presented stimuli. This allows researchers to study how the brain processes the oddball stimulus compared to other stimuli, and how attention and cognition influence ERP responses. These responses to the oddball stimulus can be measured using electroencephalography (EEG), which records the electrical activity of the brain from electrodes placed on the scalp. The ERP waveforms obtained from the EEG data can be analyzed to determine the latency and amplitude of the ERP components, which reflect different aspects of the neural processing of the stimuli.
In particular, one of the subcomponents of the ERP elicited by oddball tasks is the P300 potential. The P300 is a positive voltage deflection that occurs approximately 300 milliseconds after the onset of a stimulus and is most commonly elicited by unexpected or "oddball" stimuli in a rapid sequence of events. It is thought to reflect the allocation of attentional resources to the processing of the target stimulus, and the updating of working memory with information about the target. This component is sensitive to changes in cognitive demands, such as the difficulty of the task, the likelihood of the target stimulus, and the amount of information that needs to be processed.
![functionalities.png](data:image/png;base64,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)
Our implementation
We offer a simple application to conduct a visual oddball paradigm and visualize the ERPs in real-time. The app provides several key features to make the experiment easy and convenient to run:
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Stimulus presentation: The application presents a rapid sequence of red circles and red squares on the screen. The target stimulus (small red square) occurs infrequently (e.g., 1/3 of the time), while the non-target stimulus (larger red circle) occurs frequently (e.g., 2/3 of the time). The timing of the stimuli and their duration is carefully controlled and standardized to ensure consistency between trials. By default, red circles and squares are used, but the stimulus can be modified by editing the images "images/non.png" and "images/target.png", respectively.
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ERP monitoring: The ERP waveform shows the change in the electrical activity of the brain in response to the presentation of each stimulus. The application updates ERP graphs on the fly, whenever a new stimulus is received. Blue lines belong to the target stimuli, while orange lines indicate the non-target stimuli. Also, the 95% confidence intervals for both ERPs are represented by shaded areas.
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Keypad recording: The application also records the keypresses of the "ENTER" key of the keypad. This allows the subject's attention to the target stimulus to be monitored, as the subject is instructed to press the "ENTER" key whenever they see the target stimulus. It is also advisable to instruct the user to count the number of objective stimuli received, in order to promote concentration on the task.
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Data storage: The application stores the ERP waveform and the keypress data for each trial, along with the timing information for each stimulus. This allows the data to be analyzed later to determine the relationship between attention to the target stimulus and the ERP waveform.
About signal processing
The signal processing used in this app is very straightforward and simple, yet recommended. Only an infinite impulse response (IIR) Butterworth bandpass filter is applied, followed by a notch if required. Then, EEG epochs of a 800 ms from the stimulus onset are extracted and normalized using a z-score baseline of (-100, 0) ms. ERPs are computed by averaging the epochs whenever a new stimulus is displayed. For more information, check the update_erp function in main.py.
Settings
The configuration window allows to customize the following settings:
Paradigm
- No. targets (default: 6). Number of target stimuli to be presented in a sequence.
- No. non-targets (default: 12). Number of target stimuli to be presented in a sequence.
Important note: the no. non-targets must be greater than the no. targets, otherwise the requirements of the oddball tasks are not satisfied and P300 components will not be generated! By default, targets are 1/3 of the stimuli (i.e., 6/18).
- Stimulus duration (default: 500 ms): Duration of any stimulus.
- ISI range (default: 1100-1500 ms): Inter-stimulus interval (ISI) in which the screen remains empty. The range is used to generate a random number between the limits, so the ISI is not constant between different repetitions. This is important to avoid the generation of a steady-state visual evoked potential (SSVEP) at the stimulus rate.
Signal processing
- Bandpass cutoff (default: 0.5-30 Hz): Cutoff for the BPF filter. If the sampling rate of your biosignal is less than 60 Hz, update this parameter to avoid aliasing according to Nyquist theorem.
- Notch cutoff (default: 49-51 Hz): Cutoff for the notch filter. Notch filter is only applied if the cutoff falls inside the bandpass range of the previous parameter. Important: set it to 59-61 Hz if you live in a place where the electrical network runs at 60 Hz (e.g., USA)
- Trial window (default: 0-800 ms): Trial window range of the epochs averaged to get the ERP. Use a window length large enough to detect all the ERP components you want to analyze.
- Baseline window (default: -100-0 ms): Window range for the z-score normalization.