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Deep learning as a tool for neural data analysis: Speech classification and cross-frequency coupling in human sensorimotor cortex

A fundamental challenge in neuroscience is to understand what structure in the world is represented in spatially distributed patterns of neural activity from multiple single-trial measurements. This is often accomplished by learning a simple, linear transformations between neural features and featur...

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Detalles Bibliográficos
Autores principales: Livezey, Jesse A., Bouchard, Kristofer E., Chang, Edward F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6762206/
https://www.ncbi.nlm.nih.gov/pubmed/31525179
http://dx.doi.org/10.1371/journal.pcbi.1007091