Invariance in visual object recognition requires training: a computational argument

Visual object recognition is remarkably accurate and robust, yet its neurophysiological underpinnings are poorly understood. Single cells in brain regions thought to underlie object recognition code for many stimulus aspects, which poses a limit on their invariance. Combining the responses of multip...

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Bibliographic Details
Main Authors: Robbe L. T Goris, Hans P Op De Beeck
Format: Article
Language:English
Published: Frontiers Media S.A. 2010-05-01
Series:Frontiers in Neuroscience
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/neuro.01.012.2010/full