Abstract: Brain–computer interfaces (BCIs) using electroen-cephalography (EEG) enable non-invasive, real-time interaction for individuals with motor impairments by decoding neural signals associated ...
Abstract: The distribution of electroencephalogram (EEG) data generally varies across datasets due to the huge difference between the physical structure of brain-computer interface devices, known as ...
Download and load PhysioNet Motor Imagery runs for one subject. Runs 6 & 10 = left/right hand motor *imagery*.
This repository contains my thesis project, where I developed a multi-channel Vision Transformer for motor imagery prediction using the BCI Competition IV 2a and 2b datasets. Thanks to self-supervised ...
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