Convolutional Neural Network-Based Classification of Steady-State Visually Evoked Potentials with Limited Training Data

One approach employed in brain–computer interfaces (BCIs) involves the use of steady-state visual evoked potentials (SSVEPs). This article examines the capability of artificial intelligence, specifically convolutional neural networks (CNNs), to improve SSVEP detection in BCIs. Implementing CNNs for...

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Detalhes bibliográficos

Principais autores:	Marcin Kołodziej, Andrzej Majkowski, Remigiusz J. Rak, Przemysław Wiszniewski
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2023-12-01
Colecção:	Applied Sciences
Assuntos:	BCI SSVEP CNN EEG data augmentation transfer-learning
Acesso em linha:	https://www.mdpi.com/2076-3417/13/24/13350
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