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NEMAR is an open access data, tools, and compute resource for finding, assessing and processing human NeuroElectroMagnetic data (EEG, MEG, iEEG) shared by its authors thru OpenNeuro.org.

NEMAR offers a suite of data quality assessments and visualizations to help users assess suitability for further analysis. The computed data transforms and measures themselves will soon also be available as BIDS derivative datasets.

NEMAR datasets are available for direct analysis, re-analysis, and/or meta-analysis using the no-cost, high-performance computing resources of The Neuroscience Gateway (NSG), as well as for direct download (as folder zipfiles).

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What's new?

Octoer 31, 2023
Poster Released

The Conference Proceedings was published on Science Gateways 2023 Annual Conference, October 30 - November 1, 2023, Pittsburgh, PA, USA

December 08, 2022
Press Released

The press release was published on SDSC's front page.

October 12, 2022
Paper Accepted

The manuscript, "NEMAR: An open access data, tools, and compute resource operating on NeuroElectroMagnetic data" has been accepted for publication in DATABASE.

July 28, 2022
New Elsevier journal

Journal on analysis of shared data: Open-Data Replication Reports

July 22, 2022
Papers & seminars on NEMAR and HED

A manuscript on NEMAR is now available on arXiv.
A paper on creating and using HED event annotation for BIDS datasets is now published in NeuroImage.
An online seminar on use of HED event annotation is upcoming in the INCF meeting in September.
A paper: From BIDS-Formatted EEG Data to Sensor-Space Group Results: A Fully Reproducible Workflow

June 17, 2022
NEMAR abstract

An abstract on NEMAR was submitted to the Society for Neuroscience meeting, 2022 to be held in San Diego, CA, November 12-16, 2022.

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