Domain adaptation and transfer learning methods enhance deep learning models used in inner speech based brain computer interfaces

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Brain-Computer Interfaces are useful devices that can partially restore communication from severely compromised patients. Although advances in deep learning have significantly improved brain pattern recognition, a large amount of data is required for training these deep architectures. In recent year...

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Detalles Bibliográficos
Autores principales: Zablocki, Luciano Ivan, Mendoza, Agustín Nicolás, Nieto, Nicolás
Formato: Articulo
Lenguaje:Inglés
Publicado: 2023
Materias:
Ciencias Informáticas
Deep Learning
Domain Adaptation
Transfer Learning
Convolutional Neural Network
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/156752
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata

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