A Theory of Object Recognition: Computations and Circuits in the Feedforward Path of the Ventral Stream in Primate Visual Cortex

A Theory of Object Recognition: Computations and Circuits in the Feedforward Path of the Ventral Stream in Primate Visual Cortex

We describe a quantitative theory to account for the computations performed by the feedforward path of the ventral stream of visual cortex and the local circuits implementing them. We show that a model instantiating the theory is capable of performing recognition on datasets of complex images at the...

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Bibliographic Details
Main Authors: Serre, T., Kouh, M., Cadieu, C., Knoblich, U., Kreiman, G., Poggio, T.
Published: 2007
Subjects:
AI
object recognition
standard model
theory
visual cortex
ventral stream
hmax
Online Access:http://hdl.handle.net/1721.1/36407

Internet

http://hdl.handle.net/1721.1/36407

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