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Deep Residual Network Predicts Cortical Representation and Organization of Visual Features for Rapid Categorization

The brain represents visual objects with topographic cortical patterns. To address how distributed visual representations enable object categorization, we established predictive encoding models based on a deep residual network, and trained them to predict cortical responses to natural movies. Using...

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Detalles Bibliográficos
Autores principales: Wen, Haiguang, Shi, Junxing, Chen, Wei, Liu, Zhongming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5830584/
https://www.ncbi.nlm.nih.gov/pubmed/29491405
http://dx.doi.org/10.1038/s41598-018-22160-9