Xavier Saint-Mleux

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John von Neumann proposed his famous architecture in a context where hardware was very expensive and bulky. His goal was to maximize functionality with minimal hardware. Presently, logical gates are nearly free and single chips will soon contain billions of gates. However, most current designs are still based on Von Neumann’s architecture because processors(More)
We compare the recently proposed Discriminative Restricted Boltzmann Machine to the classical Support Vector Machine on a challenging classification task consisting in identifying weapon classes from audio signals. The three weapon classes considered in this work (mortar, rocket and rocket-propelled grenade), are difficult to reliably classify with standard(More)
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