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Turing's Connectionism

Name: Turing's Connectionism
Brand: Springer London Ltd
SKU: 06798611
Price: 51904 HUF
Availability: InStock
Author: C. Teuscher
ISBN: 9781852334758

An Investigation of Neural Network Architectures

C. Teuscher

Language

English

Book Paperback

Libristo code: 06798611

Publishers Springer London Ltd, September 2001

Turing's connectionism provides a detailed and in-depth analysis of Turing's almost forgotten ideas... Full description

Libristo code: 06798611

352 b

51 904 Ft

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Turing's connectionism provides a detailed and in-depth analysis of Turing's almost forgotten ideas on connectionist machines. In a little known paper entitled "Intelligent Machinery", Turing already investigated connectionist models as early as 1948. Unfortunately, his work was dismissed by his employer as a "schoolboy essay" and went unpublished until 1968, 14 years after his death. In this book, Christof Teuscher analyzes all aspects of Turing's "unorganized machines". Turing himself also proposed a sort of genetic algorithm to train the networks. This idea has been resumed by the author and genetic algorithms are used to build and train Turing's unorganized machines. Teuscher's work starts from Turing's initial ideas, but importantly goes beyond them. Many new kinds of machines and new aspects are considered, e.g., hardware implementation, analysis of the complex dynamics of the networks, hypercomputation, and learning algorithms.