Recurrent Convolutional Neural Networks: A Better Model of Biological Object Recognition

Feedforward neural networks provide the dominant model of how the brain performs visual object recognition. However, these networks lack the lateral and feedback connections, and the resulting recurrent neuronal dynamics, of the ventral visual pathway in the human and non-human primate brain. Here w...

Full description

Bibliographic Details
Main Authors: Courtney J. Spoerer, Patrick McClure, Nikolaus Kriegeskorte
Format: Article
Language:English
Published: Frontiers Media S.A. 2017-09-01
Series:Frontiers in Psychology
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fpsyg.2017.01551/full