…Neocortical and hippocampal theta oscillations track audiovisual integration and replay of speech…
…Hippocampal Theta Phase Precession Supports Memory Formation and Retrieval of Naturalistic Experience…
[ modulation. The dataset is distributed in BIDS format via MOABB and originates from the GIPSA-lab Alpha Waves dataset.
A closed-loop EEG dataset of one-dimensional left/right motor imagery cursor control recorded from 10 healthy participants using a 16-channel dry-electrode system. Participants imagined left- or right-hand movement to drive a cursor toward a target under continuous visual feedback, completing 11 runs of 24 trials each while online control parameters were varied. The data support research on sensorimotor rhythm-based brain-computer interfaces and closed-loop decoding.
…1-4 Hz - Theta (θ): 4-8 Hz - Alpha (α): 8-13…
An open access dataset for hybrid brain-computer interface research combining EEG and near-infrared spectroscopy (NIRS). This portion (Experiment A) contains recordings from 29 healthy participants performing left versus right hand kinesthetic motor imagery over multiple sessions. The data include 30 EEG channels plus EOG, are preprocessed, and are annotated with HED tags. They support single-trial classification and multimodal BCI validation.