Transformed common spatial pattern for motor imagery-based brain-computer interfaces

Transformed common spatial pattern for motor imagery-based brain-computer interfaces

ObjectiveThe motor imagery (MI)-based brain–computer interface (BCI) is one of the most popular BCI paradigms. Common spatial pattern (CSP) is an effective algorithm for decoding MI-related electroencephalogram (EEG) patterns. However, it highly depends on the selection of EEG frequency bands. To ad...

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Bibliographic Details
Main Authors: Zhen Ma, Kun Wang, Minpeng Xu, Weibo Yi, Fangzhou Xu, Dong Ming
Format: Article
Language:English
Published: Frontiers Media S.A. 2023-03-01
Series:Frontiers in Neuroscience
Subjects:
brain–computer interface (BCI)
electroencephalography (EEG)
motor imagery (MI)
common spatial pattern (CSP)
transformed common spatial pattern (tCSP)
Online Access:https://www.frontiersin.org/articles/10.3389/fnins.2023.1116721/full

Internet

https://www.frontiersin.org/articles/10.3389/fnins.2023.1116721/full

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