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Multi-Task Learning-Based Deep Neural Network for Steady-State Visual Evoked Potential-Based Brain–Computer Interfaces

Amyotrophic lateral sclerosis (ALS) causes people to have difficulty communicating with others or devices. In this paper, multi-task learning with denoising and classification tasks is used to develop a robust steady-state visual evoked potential-based brain–computer interface (SSVEP-based BCI), whi...

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Detalles Bibliográficos
Autores principales: Chuang, Chia-Chun, Lee, Chien-Ching, So, Edmund-Cheung, Yeng, Chia-Hong, Chen, Yeou-Jiunn
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9656443/
https://www.ncbi.nlm.nih.gov/pubmed/36366001
http://dx.doi.org/10.3390/s22218303