A Task-Optimized Neural Network Replicates Human Auditory Behavior, Predicts Brain Responses, and Reveals a Cortical Processing Hierarchy

Title
A Task-Optimized Neural Network Replicates Human Auditory Behavior, Predicts Brain Responses, and Reveals a Cortical Processing Hierarchy
Authors
Keywords
auditory cortex, deep learning, fMRI, encoding models, hierarchy, word recognition, natural sounds, human auditory cortex, deep neural network, convolutional neural network
Journal
NEURON
Volume 98, Issue 3, Pages 630-644.e16
Publisher
Elsevier BV
Online
2018-04-19
DOI
10.1016/j.neuron.2018.03.044

Ask authors/readers for more resources

Reprint

Contact the author

Find Funding. Review Successful Grants.

Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.

Explore

Discover Peeref hubs

Discuss science. Find collaborators. Network.

Join a conversation