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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Bibliographic Details
Main Authors: Jesse A Livezey, Kristofer E Bouchard, Edward F Chang
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2019-09-01
Series:PLoS Computational Biology
Online Access:https://doi.org/10.1371/journal.pcbi.1007091