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Real-time Adaptive EEG Source Separation using Online Recursive Independent Component Analysis

Independent Component Analysis (ICA) has been widely applied to electroencephalographic (EEG) biosignal processing and brain-computer interfaces. The practical use of ICA, however, is limited by its computational complexity, data requirements for convergence, and assumption of data stationarity, esp...

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Foilsithe in:IEEE Trans Neural Syst Rehabil Eng
Main Authors: Hsu, Sheng-Hsiou, Mullen, Tim, Jung, Tzyy-Ping, Cauwenberghs, Gert
Formáid: Artigo
Teanga:Inglês
Foilsithe: 2015
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC4824543/
https://ncbi.nlm.nih.gov/pubmed/26685257
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/TNSRE.2015.2508759
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