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Spiking Neural Network for Augmenting Electroencephalographic Data for Brain Computer Interfaces

With the advent of advanced machine learning methods, the performance of brain–computer interfaces (BCIs) has improved unprecedentedly. However, electroencephalography (EEG), a commonly used brain imaging method for BCI, is characterized by a tedious experimental setup, frequent data loss due to art...

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Detalles Bibliográficos
Autores principales: Singanamalla, Sai Kalyan Ranga, Lin, Chin-Teng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8047134/
https://www.ncbi.nlm.nih.gov/pubmed/33867928
http://dx.doi.org/10.3389/fnins.2021.651762