Eight open questions in the computational modeling of higher sensory cortex

Highlights • Deep neural networks have driven recent advances in the study of higher sensory cortex. • We discuss key future directions that are enabled by these new modeling techniques. • These ideas represent a convergence of neuroscience, computer science, and psychology.

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Bibliographic Details
Published in:Current opinion in neurobiology 2016-04, Vol.37, p.114-120
Main Authors: Yamins, Daniel LK, DiCarlo, James J
Format: Article
Language:English
Subjects:
Artificial Intelligence - trends
Models, Neurological
Neural Networks (Computer)
Neurology
Psychiatry
Research - trends
Sensorimotor Cortex - physiology
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Description
Summary:Highlights • Deep neural networks have driven recent advances in the study of higher sensory cortex. • We discuss key future directions that are enabled by these new modeling techniques. • These ideas represent a convergence of neuroscience, computer science, and psychology.
ISSN:0959-4388
1873-6882
DOI:10.1016/j.conb.2016.02.001