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Bump time-frequency toolbox: a toolbox for time-frequency oscillatory bursts extraction in electrophysiological signals

Author(s)
Vialatte, Francois B.; Sole-Casals, Jordi; Dauwels, Justin H. G.; Maurice, Monique; Cichocki, Andrzej
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Abstract
Background: oscillatory activity, which can be separated in background and oscillatory burst pattern activities, is supposed to be representative of local synchronies of neural assemblies. Oscillatory burst events should consequently play a specific functional role, distinct from background EEG activity – especially for cognitive tasks (e.g. working memory tasks), binding mechanisms and perceptual dynamics (e.g. visual binding), or in clinical contexts (e.g. effects of brain disorders). However extracting oscillatory events in single trials, with a reliable and consistent method, is not a simple task. Results: in this work we propose a user-friendly stand-alone toolbox, which models in a reasonable time a bump time-frequency model from the wavelet representations of a set of signals. The software is provided with a Matlab toolbox which can compute wavelet representations before calling automatically the stand-alone application. Conclusion: The tool is publicly available as a freeware at the address: http:// www.bsp.brain.riken.jp/bumptoolbox/toolbox_home.html
Date issued
2009-05
URI
http://hdl.handle.net/1721.1/49468
Department
Massachusetts Institute of Technology. Laboratory for Information and Decision Systems
Journal
BMC Neuroscience
Publisher
BioMed Central Ltd.
Citation
Vialatte, Francois et al. “Bump time-frequency toolbox: a toolbox for time-frequency oscillatory bursts extraction in electrophysiological signals.” BMC Neuroscience 10.1 (2009): 46.
Version: Final published version
ISSN
1471-2202

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