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EEG-DBNet: a dual-branch framework for temporal-spectral representation learning of motor imagery electroencephalography

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Published in:Brain Informatics
Format: Online Article RSS Article
Published: 2026
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container_title Brain Informatics
description
discipline_display Psychiatry and Neurology
discipline_facet Psychiatry and Neurology
format Online Article
RSS Article
genre Journal Article
id rss_article:103569
institution FRELIP
journal_source_facet Brain Informatics
last_indexed 2026-07-17T03:35:41.272Z
publishDate 2026
publishDateSort 2026
record_format rss_article
spellingShingle EEG-DBNet: a dual-branch framework for temporal-spectral representation learning of motor imagery electroencephalography
Psychiatry and Neurology
General
Psychiatry and Neurology
sub_discipline_display General
sub_discipline_facet General
subject_display Psychiatry and Neurology
General
Psychiatry and Neurology
subject_facet Psychiatry and Neurology
General
Psychiatry and Neurology
title EEG-DBNet: a dual-branch framework for temporal-spectral representation learning of motor imagery electroencephalography
title_alt EEG-DBNet: un marco de doble rama para el aprendizaje de representaciones temporales-espectrales de electroencefalografía de imágenes motoras
EEG-DBNet : un cadre à double branche pour l'apprentissage de représentations temporelles et spectrales de l'électroencéphalographie d'imagerie motrice
EEG-DBNet: uma estrutura de ramificação dupla para aprendizado de representação temporal-espectral de eletroencefalografia de imaginação motora
title_auth EEG-DBNet: a dual-branch framework for temporal-spectral representation learning of motor imagery electroencephalography
title_es_txt EEG-DBNet: un marco de doble rama para el aprendizaje de representaciones temporales-espectrales de electroencefalografía de imágenes motoras
title_fr_txt EEG-DBNet : un cadre à double branche pour l'apprentissage de représentations temporelles et spectrales de l'électroencéphalographie d'imagerie motrice
title_full EEG-DBNet: a dual-branch framework for temporal-spectral representation learning of motor imagery electroencephalography
title_fullStr EEG-DBNet: a dual-branch framework for temporal-spectral representation learning of motor imagery electroencephalography
title_full_unstemmed EEG-DBNet: a dual-branch framework for temporal-spectral representation learning of motor imagery electroencephalography
title_pt_txt EEG-DBNet: uma estrutura de ramificação dupla para aprendizado de representação temporal-espectral de eletroencefalografia de imaginação motora
title_short EEG-DBNet: a dual-branch framework for temporal-spectral representation learning of motor imagery electroencephalography
title_sort eeg-dbnet: a dual-branch framework for temporal-spectral representation learning of motor imagery electroencephalography
topic Psychiatry and Neurology
General
Psychiatry and Neurology
url https://link.springer.com/article/10.1186/s40708-026-00321-1