Mathematics of the Neural Response

We propose a natural image representation, the neural response, motivated by the neuroscience of the visual cortex. The inner product defined by the neural response leads to a similarity measure between functions which we call the derived kernel. Based on a hierarchical architecture, we give a recur...

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Bibliographic Details
Main Authors: Bouvrie, Jacob Vincent, Rosasco, Lorenzo Andrea, Poggio, Tomaso A., Smale, S., Caponnetto, A.
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:en_US
Published: Springer-Verlag 2013
Online Access:http://hdl.handle.net/1721.1/76632
https://orcid.org/0000-0002-3944-0455
https://orcid.org/0000-0001-6376-4786
https://orcid.org/0000-0001-6008-7417