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Incremental Training of Neural Network for Motor Tasks Recognition Based on Brain-Computer Interface

Brain-computer interfaces (BCI) based on motor imagery tasks (MI) have been established as a promising solution for restoring communication and control of people with motor disabilities. Physically impaired people may perform different motor imagery tasks which could be recorded in a non-invasive wa...

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Detalles Bibliográficos
Autores Principales: Triana Guzmán N., Orjuela-Cañón Á.D., Jutinico Alarcon A.L.
Formato: Objeto de conferencia (Conference Object)
Lenguaje:Inglés (English)
Publicado: Springer 2019
Materias:
Biomedical signal processing
Brain
Electroencephalography
Electrophysiology
Multilayer neural networks
Multilayers
Pattern recognition
Classification models
Communication and control
Cross validation
Cross-validation technique
Incremental training
Motor imagery
Multi layer perceptron
Universal approximators
Brain computer interface
Brain-computer interface
Cross-validation
Multilayer perceptron
Acceso en línea:https://repository.urosario.edu.co/handle/10336/22530
https://doi.org/10.1007/978-3-030-33904-3_57

Internet

https://repository.urosario.edu.co/handle/10336/22530
https://doi.org/10.1007/978-3-030-33904-3_57

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