Mathematical Physics

Download e-book for kindle: An Introduction to the Modeling of Neural Networks by Pierre Peretto

By Pierre Peretto

this article is a starting graduate-level creation to neural networks, focussing on present theoretical versions, studying what those versions can exhibit approximately how the mind services, and discussing the ramifications for psychology, man made intelligence and the development of a brand new new release of clever pcs. The ebook is split into 4 components. the 1st half provides an account of the anatomy of the imperative anxious approach, through a quick creation to neurophysiology. the second one half is dedicated to the dynamics of neuronal states, and demonstrates how extremely simple versions might stimulate associative reminiscence. The 3rd a part of the e-book discusses types of studying, together with special discussions at the limits of reminiscence garage, tools of studying and their linked versions, associativity, and mistake correction. the ultimate half stories attainable functions of neural networks in synthetic intelligence, professional platforms, optimization difficulties, and the development of tangible neuronal supercomputers, with the possibility of one-hundred-fold bring up in pace over modern serial machines.

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An Introduction to the Modeling of Neural Networks (Collection Alea-Saclay: Monographs and Texts in Statistical Physics) by Pierre Peretto

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