Space-by-time decomposition for single-trial decoding of M/EEG activity

We develop a novel methodology for the single-trial analysis of multichannel time-varying neuroimaging signals. We introduce the space-by-time M/EEG decomposition, based on Non-negative Matrix Factorization (NMF), which describes single-trial M/EEG signals using a set of non-negative spatial and tem...

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Détails bibliographiques
Publié dans:Neuroimage
Auteurs principaux: Delis, Ioannis, Onken, Arno, Schyns, Philippe G., Panzeri, Stefano, Philiastides, Marios G.
Format: Artigo
Langue:Inglês
Publié: Academic Press 2016
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Article
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC4907687/
https://ncbi.nlm.nih.gov/pubmed/27033682
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.neuroimage.2016.03.043
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