Mathematics of the Neural Response

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 (Contributor), Rosasco, Lorenzo Andrea (Contributor), Poggio, Tomaso A. (Contributor), Smale, S. (Author), Caponnetto, A. (Author)
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory (Contributor), Massachusetts Institute of Technology. Department of Brain and Cognitive Sciences (Contributor), McGovern Institute for Brain Research at MIT (Contributor), Poggio, Tomaso (Contributor)
Format: Article
Language:English
Published: Springer-Verlag, 2013-01-29T21:32:58Z.
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