Turing's Connectionism

Name: Turing's Connectionism
Brand: Springer London Ltd
SKU: 9781852334758
Price: 738.63 RON
Availability: InStock

An Investigation of Neural Network Architectures

Autor: C. Teuscher

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Legare: Carte broșată

Editura: Springer London Ltd

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738.63 lei

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

Informații despre carte

Autor

C. Teuscher

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2001

Pagini

200

EAN

9781852334758

ISBN

1852334754

Enbook ID

06798611

Editura

Springer London Ltd

Greutate

430

Dimensiuni

155 x 235 x 13

Descriere completă

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 Unfortunately, his work was dismissed by his employer as a "schoolboy essay" and went unpublished until 1968, 14 years after his death.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.

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Turing's Connectionism

An Investigation of Neural Network Architectures

Informații despre carte

Descriere completă

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