Analysis based on neural representation of natural object surfaces to elucidate the mechanisms of a trained AlexNet model

Analysis and understanding of trained deep neural networks (DNNs) can deepen our understanding of the visual mechanisms involved in primate visual perception. However, due to the limited availability of neural activity data recorded from various cortical areas, the correspondence between the charact...

Full description

Bibliographic Details
Main Authors: Nobuhiko Wagatsuma, Akinori Hidaka, Hiroshi Tamura
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-09-01
Series:Frontiers in Computational Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fncom.2022.979258/full