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Hidden Markov models for online classification of single trial EEG data. (English) Zbl 0990.68620

Summary: Hidden Markov models are presented for the online classification of single trial EEG data during imagination of a left or right hand movement. The classification shows an improvement of the online experiment and the temporal determination of minimal classification error compared to linear classification methods.

MSC:

68U99 Computing methodologies and applications
68T10 Pattern recognition, speech recognition
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