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MoBILAB: An open source toolbox for analysis and visualization of mobile brain/body imaging data

Authors :
Alejandro eOjeda
Nima eBigdely-Shamlo
Scott eMakeig
Source :
Frontiers in Human Neuroscience, Vol 8 (2014)
Publication Year :
2014
Publisher :
Frontiers Media S.A., 2014.

Abstract

A new paradigm for human brain imaging, mobile brain/body imaging (MoBI), involves synchronous collection of human brain activity (via electroencephalography, EEG) and behavior (via body motion capture, eye tracking, etc.), plus environmental events (scene and event recording) to study joint brain/body dynamics supporting natural human cognition supporting performance of naturally motivated human actions and interactions in 3-D environments (Makeig et al., 2009)⁠. Processing complex, concurrent, multi-modal, multi-rate data streams requires a signal-processing environment quite different from one designed to process single-modality time series data. Here we describe MoBILAB (more details available at sccn.ucsd.edu/wiki/MoBILAB), an open source, cross platform toolbox running on MATLAB (The Mathworks, Inc.) that supports analysis and visualization of any mixture of synchronously recorded brain, behavioral, and environmental time series plus time-marked event stream data. MoBILAB can serve as a pre-processing environment for adding behavioral and other event markers to EEG data for further processing, and/or as a development platform for expanded analysis of simultaneously recorded data streams.

Details

Language :
English
ISSN :
16625161
Volume :
8
Database :
Directory of Open Access Journals
Journal :
Frontiers in Human Neuroscience
Publication Type :
Academic Journal
Accession number :
edsdoj.844bb3940f0644d28f433638c04c7053
Document Type :
article
Full Text :
https://doi.org/10.3389/fnhum.2014.00121