Optimization Of A Set Of Wavelets For Classification Of Imaginary Movement-Related Cortical Potentials

Marie-F. Lucas,Christian Doncarli, Daro Farina,Omar Feix Do Nascimento

Aalborg（2008）

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摘要

We have proposed an algorithm for optimization of a set of wavelets associated to multi-channel recordings. The method has been applied to the problem of classifying MRCPs in the context of BCIs. The preliminary results show that optimizing the wavelets may substantially improve the classification performance on a test set. These results must be confirmed in future studies on larger subject and signal samples.

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关键词

bioelectric potentials,bioinformatics,brain,brain-computer interfaces,medical signal processing,optimisation,brain computer interface,movement related cortical potentials,multichannel recordings,optimization,wavelets,

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