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Turing's Connectionism: An Investigation Of Neural Network Architectures (Discrete Mathematics and Theoretical Computer Science) - Softcover

Teuscher, Christof

 
9781852334758: Turing's Connectionism: An Investigation Of Neural Network Architectures (Discrete Mathematics and Theoretical Computer Science)
Softcover
ISBN 10: 1852334754 ISBN 13: 9781852334758
Verlag: Springer, 2013

Inhaltsangabe

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 Unfortunately, his work was dismissed by his employer as a "schoolboy essay" and went unpublished until 1968, 14 years after his death.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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Verlag
Springer
Erscheinungsdatum
2013
Sprache
Englisch
ISBN 10 
1852334754
ISBN 13 
9781852334758
Einband
Taschenbuch
Anzahl der Seiten
228
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