Automatic subject-specific spatiotemporal feature selection for subject-independent affective BCI.

The dimensionality of the spatially distributed channels and the temporal resolution of electroencephalogram (EEG) based brain-computer interfaces (BCI) undermine emotion recognition models. Thus, prior to modeling such data, as the final stage of the learning pipeline, adequate preprocessing, trans...

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Bibliographic Details
Main Authors: Badar Almarri, Sanguthevar Rajasekaran, Chun-Hsi Huang
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2021-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0253383