A convolutional neural network provides a generalizable model of natural sound coding by neural populations in auditory cortex

Jacob R. Pennington; Stephen V. David

doi:10.1371/journal.pcbi.1011110

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Open Access

Peer-reviewed

Research Article

A convolutional neural network provides a generalizable model of natural sound coding by neural populations in auditory cortex

Jacob R. Pennington,

Roles Conceptualization, Data curation, Formal analysis, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Washington State University, Vancouver, Washington, United States of America
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Stephen V. David

Roles Conceptualization, Formal analysis, Funding acquisition, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: davids@ohsu.edu

Affiliation Oregon Hearing Research Center, Oregon Health and Science University, Oregon, United States of America

https://orcid.org/0000-0003-4135-3104

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A convolutional neural network provides a generalizable model of natural sound coding by neural populations in auditory cortex

Jacob R. Pennington,
Stephen V. David

Published: May 5, 2023
https://doi.org/10.1371/journal.pcbi.1011110

About the Authors

Jacob R. Pennington

Roles Conceptualization, Data curation, Formal analysis, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Washington State University, Vancouver, Washington, United States of America

Stephen V. David

Roles Conceptualization, Formal analysis, Funding acquisition, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: davids@ohsu.edu

Affiliation Oregon Hearing Research Center, Oregon Health and Science University, Oregon, United States of America

https://orcid.org/0000-0003-4135-3104

Competing Interests

The authors have declared that no competing interests exist.

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Neurons
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Single neuron function
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Sensory perception
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Auditory cortex
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Neural networks
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Coding mechanisms
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Auditory system
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Neurophysiology
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