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: Caponnetto, Andrea, Poggio, Tomaso, Bouvrie, Jake, Rosasco, Lorenzo, Smale, Steve
Other Authors: Tomaso Poggio
Published: 2008
Subjects:
Online Access:http://hdl.handle.net/1721.1/43713