Improvements in event-related desynchronization and classification performance of motor imagery using instructive dynamic guidance and complex tasks

Computers in Biology and Medicine, pp. 266-273, 2018.

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Other Links: dblp.uni-trier.de|pubmed.ncbi.nlm.nih.gov|academic.microsoft.com|www.sciencedirect.com

Abstract:

•Dynamic guidance and complex motor tasks to the motor imagery paradigm is proposed.•The cerebral ERD patterns and MI-BCIs performance are investigated.•The proposed paradigm improves both ERD and classification accuracy significantly.•Individual classification accuracy is increased by proposed optimal conditions.

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