Browsing Computer Science and Artificial Intelligence Lab (CSAIL) by Subject "ventral stream"
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A Theory of Object Recognition: Computations and Circuits in the Feedforward Path of the Ventral Stream in Primate Visual Cortex
(2005-12-19)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 ...
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The computational magic of the ventral stream: sketch of a theory (and why some deep architectures work).
(2012-12-29)This paper explores the theoretical consequences of a simple assumption: the computational goal of the feedforward path in the ventral stream -- from V1, V2, V4 and to IT -- is to discount image transformations, after ...