Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
2576532 | International Congress Series | 2007 | 4 Pages |
Abstract
A novel approach combining a time–frequency representation of brain activity in the form of recorded EEG signals together with nonnegative matrix factorization (NMF) post-processing section in brain computer interface (BCI) training paradigm is presented. Such a combination of two emerging signal analysis techniques enables us to find and enhance very small oscillations related to presented visual stimuli. Presented results confirm validity of the chosen approach.
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Authors
Tomasz M. Rutkowski, Rafal Zdunek, Andrzej Cichocki,