An Introduction to the Modeling of Neural Networks - download pdf or read online

By Pierre Peretto

this article is a starting graduate-level creation to neural networks, focussing on present theoretical versions, studying what those types can display approximately how the mind features, and discussing the ramifications for psychology, synthetic intelligence and the development of a brand new iteration of clever pcs. The ebook is split into 4 components. the 1st half supplies an account of the anatomy of the critical anxious method, by means of a short advent to neurophysiology. the second one half is dedicated to the dynamics of neuronal states, and demonstrates how extremely simple versions may possibly stimulate associative reminiscence. The 3rd a part of the ebook discusses versions of studying, together with unique discussions at the limits of reminiscence garage, equipment of studying and their linked types, associativity, and blunder correction. the ultimate half studies attainable functions of neural networks in synthetic intelligence, professional 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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