Książka Turing's Connectionism C. Teuscher

Turing's Connectionism

An Investigation of Neural Network Architectures

Autor: C. Teuscher
Język: Angielski
Oprawa: Miękka
Dostępność: Dostępna u dostawcy w małych ilościach
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Turing's connectionism provides a detailed and in-depth analysis of Turing's almost forgotten ideas...

Informacje o książce

Autor
Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2001
strony
200
EAN
9781852334758
ISBN
1852334754
Enbook ID
06798611
Waga
430
Wymiary
155 x 235 x 13

Pełny opis

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 Unfortunately, his work was dismissed by his employer as a "schoolboy essay" and went unpublished until 1968, 14 years after his death.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