Open neuroscience data, ready to use

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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.

910
Datasets hosted
43K
Participants
68.2 TB
Hosted data

What's new on NEMAR

New features, data, and events.

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Most cited datasets

Citations to each dataset or its paper, all time.

  1. UC San Diego Resting State EEG Data from Patients with Parkinson's Disease254 citations
  2. A dataset of EEG recordings from: Alzheimer's disease, Frontotemporal dementia and Healthy subjects248 citations
  3. MDD Patients and Healthy Controls EEG Data179 citations
  4. MNI Open iEEG Atlas: normal intracranial EEG in wakefulness and sleep (processed 200 Hz atlas clips)175 citations
  5. Perturbed beam-walking task165 citations
  6. Siena Scalp EEG Database: video-EEG monitoring of 14 adults with epilepsy (47 annotated seizures)124 citations
  7. Human medial temporal lobe single units during a verbal working memory task (Boran et al.): spike times and waveforms aligned to OpenNeuro ds004752118 citations
  8. Multisubject, multimodal face processing112 citations
  9. OpenBMI SSVEP EEG dataset (Lee et al. 2019)104 citations
  10. Lee et al. 2019 (ERP) — EEG dataset and OpenBMI toolbox for three BCI paradigms: an investigation into BCI illiteracy104 citations
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Latest datasets

Newly published on NEMAR.

Browse all datasets