Modified Spatio-Temporal Matched Filtering for Brain Responses Classification

In this article, we apply the method of spatio-temporal filtering (STF) to electroencephalographic (EEG) data processing for brain responses classification. The method operates similarly to linear discriminant analysis (LDA) but contrary to most applied classifiers, it uses the whole recorded EEG si...

Full description

Autores:
P. Kotas, Marian
Piela, Michal
Contreras Ortiz, Sonia Helena
Tipo de recurso:
Article of investigation
Fecha de publicación:
2022
Institución:
Universidad Tecnológica de Bolívar
Repositorio:
Repositorio Institucional UTB
Idioma:
eng
OAI Identifier:
oai:repositorio.utb.edu.co:20.500.12585/11134
Acceso en línea:
https://hdl.handle.net/20.500.12585/11134
Palabra clave:
Index Terms—Brain–computer interfaces (BCI)
Discrete cosine transform (DCT)
Generalized matched filtering (GMF)
Spatio– temporal filtering (STF)
Visual evoked potentials (EPs)
LEMB
Rights
openAccess
License
http://creativecommons.org/licenses/by-nc-nd/4.0/