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Empirical comparison of deep learning methods for EEG decoding

Electroencephalography (EEG) is a technique that can be used in non-invasive brain-machine interface (BMI) systems to register brain electrical activity. The EEG signals are non-linear and non-stationary, making the decoding procedure a complex task. Deep learning techniques have been successfully a...

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Detalles Bibliográficos
Autores principales: de Oliveira, Iago Henrique, Rodrigues, Abner Cardoso
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9871886/
https://www.ncbi.nlm.nih.gov/pubmed/36704007
http://dx.doi.org/10.3389/fnins.2022.1003984