The Invariance Hypothesis Implies Domain-Specific Regions in Visual Cortex

The Invariance Hypothesis Implies Domain-Specific Regions in Visual Cortex

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Is visual cortex made up of general-purpose information processing machinery, or does it consist of a collection of specialized modules? If prior knowledge, acquired from learning a set of objects is only transferable to new objects that share properties with the old, then the recognition system’s o...

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Bibliographic Details
Main Authors: Leibo, Joel Z, Liao, Qianli, Anselmi, Fabio, Poggio, Tomaso
Format: Technical Report
Language:en_US
Published: Center for Brains, Minds and Machines (CBMM), bioRxiv 2015
Subjects:
Invariance
Computer vision
Machine Learning
Online Access:http://hdl.handle.net/1721.1/100168
http://dx.doi.org/10.1101/004473

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