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A learnable EEG channel selection method for MI-BCI using efficient channel attention

A learnable EEG channel selection method for MI-BCI using efficient channel attention

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_f7164975258a480e94ff5ed64bd32cec

A learnable EEG channel selection method for MI-BCI using efficient channel attention

About this item

Full title

A learnable EEG channel selection method for MI-BCI using efficient channel attention

Publisher

Lausanne: Frontiers Research Foundation

Journal title

Frontiers in neuroscience, 2023-10, Vol.17, p.1276067-1276067

Language

English

Formats

Publication information

Publisher

Lausanne: Frontiers Research Foundation

More information

Scope and Contents

Contents

During electroencephalography (EEG)-based motor imagery-brain-computer interfaces (MI-BCIs) task, a large number of electrodes are commonly used, and consume much computational resources. Therefore, channel selection is crucial while ensuring classification accuracy. This paper proposes a channel selection method by integrating the efficient channe...

Alternative Titles

Full title

A learnable EEG channel selection method for MI-BCI using efficient channel attention

Authors, Artists and Contributors

Identifiers

Primary Identifiers

Record Identifier

TN_cdi_doaj_primary_oai_doaj_org_article_f7164975258a480e94ff5ed64bd32cec

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_f7164975258a480e94ff5ed64bd32cec

Other Identifiers

ISSN

1662-453X,1662-4548

E-ISSN

1662-453X

DOI

10.3389/fnins.2023.1276067

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