Neurally plausible mechanisms for learning selective and invariant representations

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 representation...

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Bibliographic Details
Main Authors: Fabio Anselmi, Ankit Patel, Lorenzo Rosasco
Format: Article
Language:English
Published: SpringerOpen 2020-08-01
Series:Journal of Mathematical Neuroscience
Subjects:
Invariance
Hebbian learning
Group theory
Online Access:http://link.springer.com/article/10.1186/s13408-020-00088-7

Internet

http://link.springer.com/article/10.1186/s13408-020-00088-7

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