Pierre Peretto's An Introduction to the Modeling of Neural Networks PDF

By Pierre Peretto

ISBN-10: 0521414512

ISBN-13: 9780521414517

ISBN-10: 0521424879

ISBN-13: 9780521424875

this article is a starting graduate-level advent to neural networks, focussing on present theoretical versions, interpreting what those types can exhibit approximately how the mind capabilities, and discussing the ramifications for psychology, synthetic intelligence and the development of a brand new new release of clever desktops. The ebook is split into 4 elements. the 1st half provides an account of the anatomy of the important apprehensive approach, by way of a short creation to neurophysiology. the second one half is dedicated to the dynamics of neuronal states, and demonstrates how extremely simple types may perhaps stimulate associative reminiscence. The 3rd a part of the ebook discusses types of studying, together with designated discussions at the limits of reminiscence garage, tools of studying and their linked versions, associativity, and mistake correction. the ultimate half experiences attainable functions of neural networks in man made intelligence, specialist structures, 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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