An Approach of One-vs-Rest Filter Bank Common Spatial Pattern and Spiking Neural Networks for Multiple Motor Imagery Decoding

Motor imagery (MI) is a typical BCI paradigm and has been widely applied into many aspects (e.g. brain-driven wheelchair and motor function rehabilitation training). Although significant achievements have been achieved, multiple motor imagery decoding is still unsatisfactory. To deal with this chall...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Hongtao Wang, Cong Tang, Tao Xu, Ting Li, Linfeng Xu, Hongwei Yue, Peng Chen, Junhua Li, Anastasios Bezerianos
Format:	Article
Language:	English
Published:	IEEE 2020-01-01
Subjects:	Electroencephalogram motor imagery (MI) filter bank common spatial pattern (FBCSP) spiking neural networks (SNN)
Online Access:	https://ieeexplore.ieee.org/document/9086489/