Open neuroscience data, ready to use
NEMAR is an open-access data, tools, and compute resource for finding, accessing, assessing, and processing human EEG, MEG, iEEG, and EMG data — contributed by researchers, mirrored from OpenNeuro, and BIDS-formatted with data-quality and HED event annotations.
Every dataset ships with data-quality assessments and interactive visualizations, so you can judge suitability for your analysis up front. The computed transforms and measures will soon publish as BIDS derivative datasets of their own.
Run analyses, re-analyses, and meta-analyses on the no-cost, high-performance computing of the Neuroscience Gateway (NSG) — or download any dataset as a BIDS-structured zip.