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The computational magic of the ventral stream: sketch of a theory (and why some deep architectures work). 

Poggio, Tomaso; Mutch, Jim; Leibo, Joel; Rosasco, Lorenzo; Tacchetti, Andrea (2012-12-29)
This paper explores the theoretical consequences of a simple assumption: the computational goal of the feedforward path in the ventral stream -- from V1, V2, V4 and to IT -- is to discount image transformations, after ...

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AuthorLeibo, Joel (1)Mutch, Jim (1)
Poggio, Tomaso (1)
Rosasco, Lorenzo (1)
Tacchetti, Andrea (1)Subjectinvariances of sensory perception (1)learning to learn invariants in the visual world (1)symmetries principles in sensory perception (1)ventral stream (1)visual cortex (1)visual recognition (1)... View MoreDate Issued
2012 (1)
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