Convolutional networks

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Author: Dr. Yann LeCun, The Courant Institute of Mathematical Sciences, New York University, NY, USA

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Dr. Yann LeCun accepted the invitation on 8 May 2007 (self-imposed deadline: 8 September 2007).

This article will cover convolutional networks and similar models composed of alternated layers of local feature extraction and feature pooling. Applications to vision, speech and signal processing will be described.

Invited by: Dr. Ke CHEN, School of Computer Science, The University of Manchester, U.K.
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