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

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 types, analyzing what those types can display approximately how the mind services, and discussing the ramifications for psychology, man made intelligence and the development of a brand new iteration of clever pcs. The e-book is split into 4 elements. the 1st half provides an account of the anatomy of the critical fearful approach, by way of a quick creation to neurophysiology. the second one half is dedicated to the dynamics of neuronal states, and demonstrates how extremely simple versions could stimulate associative reminiscence. The 3rd a part of the ebook discusses versions of studying, together with specified discussions at the limits of reminiscence garage, tools of studying and their linked versions, associativity, and mistake correction. the ultimate half studies attainable functions of neural networks in man made intelligence, professional structures, optimization difficulties, and the development of exact neuronal supercomputers, with the potential of one-hundred-fold elevate in velocity 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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