A New Subject-Specific Discriminative and Multi-Scale Filter Bank Tangent Space Mapping Method for Recognition of Multiclass Motor Imagery

A New Subject-Specific Discriminative and Multi-Scale Filter Bank Tangent Space Mapping Method for Recognition of Multiclass Motor Imagery

Objective: Tangent Space Mapping (TSM) using the geometric structure of the covariance matrices is an effective method to recognize multiclass motor imagery (MI). Compared with the traditional CSP method, the Riemann geometric method based on TSM takes into account the nonlinear information containe...

Full description

Bibliographic Details
Main Authors: Fan Wu, Anmin Gong, Hongyun Li, Lei Zhao, Wei Zhang, Yunfa Fu
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-03-01
Series:Frontiers in Human Neuroscience
Subjects:
tangent space mapping
discriminative and multiscale filter bank
multiclass motor-imagery
Riemannian geometry based classifier
electroencephalogram
Online Access:https://www.frontiersin.org/articles/10.3389/fnhum.2021.595723/full

Internet

https://www.frontiersin.org/articles/10.3389/fnhum.2021.595723/full

Similar Items