CHB-MIT
…All signals were sampled at 256 samples per second with 16-bit…
- Participants
- 24
- Channels
- 23 (other)
- Citations
- 48
- Size
- 42.6 GB
- Version
- v1.0.1
- Updated
- Mar 11, 2026
…All signals were sampled at 256 samples per second with 16-bit…
…The auditory stimuli were single-frequency signals (pure tones) with duration 250…
…False ## Signal Processing - **Classifiers**: EM (Expectation-Maximization), LLP (Learning from Label Proportions…
…ICA was performed on 0.3-70 Hz filtered signals using extended…
A multimodal SSVEP dataset of 64-channel EEG, an EOG channel, and stimulus markers recorded from 31 healthy participants over up to 3 sessions each (63 sessions in total). Participants viewed LED stimuli flickering at four frequencies in a 4-class SSVEP paradigm (48 trials per session). It is the SSVEP component of a larger resource combining EEG, eye-tracking, and high-speed video for ocular activity analysis across BCI paradigms, and is formatted for use with MOABB.
…Experimental sessions lasted approximately three minutes. ## EEG Acquisition EEG signals were acquired…
…989 subjects (PSG signals only, no annotations) - Demographics: mean age 55 +/- 14…
THINGS-EEG2 is a large EEG dataset from 10 participants who viewed 16,540 training images and 200 repeatedly presented test images from the THINGS database. Images were shown in rapid serial visual presentation at 5 Hz while 63-channel EEG was recorded at 1000 Hz across four sessions per subject. The dataset supports modeling of human visual object recognition and includes resting-state recordings, the authors' preprocessed epochs, and stimulus images.
This dataset contains EEG recordings from phoneme discrimination tasks combined with transcranial magnetic stimulation (TMS) of the motor cortex. It merges two studies: a 2019 study of consonant-vowel and vowel-consonant pairs in 8 participants, and a 2021 study in 16 participants that added single phonemes, real words and pseudowords. It is intended to support research on speech decoding and the role of articulation and coarticulation in speech perception.
…truth knowledge of the brain signals of interest. Please see derivatives folder…