Small Sample Motor Imagery Classification Using Regularized Riemannian Features

Motor imagery-based electroencephalogram brain-computer interface (BCI) performance suffers from huge variations within and across subjects. This is due to different spatial and temporal characteristics among the subjects. To address these variabilities, a large number of labeled subject specific tr...

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Bibliographic Details
Main Authors: Amardeep Singh, Sunil Lal, Hans W. Guesgen
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8681196/