Representation Learning in Sensory Cortex: A Theory

We review and apply a computational theory based on the hypothesis that the feedforward path of the ventral stream in visual cortex’s main function is the encoding of invariant representations of images. A key justification of the theory is provided by a result linking invariant represent...

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Bibliographic Details
Main Authors: Fabio Anselmi, Tomaso Poggio
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9899392/