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

Convolutional neural networks (CNNs) can provide powerful and flexible models of neural sensory processing. However, the utility of CNNs in studying the auditory system has been limited by their requirement for large datasets and the complex response properties of single auditory neurons. To address...

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Detalles Bibliográficos
Autores principales: Pennington, Jacob R., David, Stephen V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10191263/
https://www.ncbi.nlm.nih.gov/pubmed/37146065
http://dx.doi.org/10.1371/journal.pcbi.1011110