Neurally plausible mechanisms for learning selective and invariant representations

Abstract Coding for visual stimuli in the ventral stream is known to be invariant to object identity preserving nuisance transformations. Indeed, much recent theoretical and experimental work suggests that the main challenge for the visual cortex is to build up such nuisance invariant...

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Bibliographic Details
Main Authors: Anselmi, Fabio, Patel, Ankit, Rosasco, Lorenzo
Other Authors: Center for Brains, Minds, and Machines
Format: Article
Language:English
Published: Springer Berlin Heidelberg 2021
Online Access:https://hdl.handle.net/1721.1/131860