Classifying the Perceptual Interpretations of a Bistable Image Using EEG and Artificial Neural Networks

In order to classify different human brain states related to visual perception of ambiguous images, we use an artificial neural network (ANN) to analyze multichannel EEG. The classifier built on the basis of a multilayer perceptron achieves up to 95% accuracy in classifying EEG patterns correspondin...

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Detalles Bibliográficos
Autores principales: Hramov, Alexander E., Maksimenko, Vladimir A., Pchelintseva, Svetlana V., Runnova, Anastasiya E., Grubov, Vadim V., Musatov, Vyacheslav Yu., Zhuravlev, Maksim O., Koronovskii, Alexey A., Pisarchik, Alexander N.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2017
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5722852/
https://www.ncbi.nlm.nih.gov/pubmed/29255403
http://dx.doi.org/10.3389/fnins.2017.00674

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5722852/
https://www.ncbi.nlm.nih.gov/pubmed/29255403
http://dx.doi.org/10.3389/fnins.2017.00674

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