…After a short ramp-up, we observed that the MIX method not…
…nm000224) # Imagined speech EEG dataset — short and long words (Nguyen et al…
…nm000257) # Imagined speech EEG dataset — short words condition (Nguyen et al. 2017…
[ and a resting-state condition with intermittent multidimensional experience sampling. The same protocol was repeated on two days. Carbon wire loop sensors in the EEG cap support artifact removal. The dataset also includes ECG, behavioral responses, and mental health surveys. It supports study of attentional fluctuations, mind-wandering, and the test-retest reliability of EEG-fMRI relationships.
…PLS regression with UKF smoothing - **Feature extraction**: Temporal features (7 time points…
…Classifier Details The L2 logistic regression classifier is trained to predict whether…
This dataset contains 32-channel EEG recordings from 8 healthy participants performing a combined steady-state visual evoked potential (SSVEP) brain-computer interface task. Spatially overlapping arrow stimuli at a single location, flickering at distinct frequencies derived from an 85 Hz CRT refresh rate, encode four directions (up, down, left, right). Participants covertly attended to one direction per trial, and the data cover three stimulation and attention schemes across two experiments.
…blank screen, serving as a separation marker between the perception and silent…