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Turing's Connectionism : an...
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 Unfortunately, his work was dismissed by his employer as a "schoolboy essay" and went unpublished until 1968, 14 years after his death.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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monografia Rebiun22010609 https://catalogo.rebiun.org/rebiun/record/Rebiun22010609 m o d cr mnu---uuaaa 121227s2002 enk ob 001 0 eng 1058112154 9781447101611 electronic bk.) 1447101618 electronic bk.) 9781852334758 1852334754 10.1007/978-1-4471-0161-1 doi UPVA 996968477303706 AU@ eng pn AU@ OCLCO OCLCQ GW5XE COO OCLCQ YDX OCLCF UAB OCL OCLCQ UY bicssc UYA bicssc COM014000 bisacsh COM031000 bisacsh Teuscher, Christof Turing's Connectionism an Investigation of Neural Network Architectures by Christof Teuscher London Springer London 2002 London London Springer London 1 online resource (xxiv, 200 pages) 1 online resource (xxiv, 200 pages) Text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Discrete Mathematics and Theoretical Computer Science Includes bibliographical references and index Introduction -- Intelligent Machinery -- Synthesis of logical functions and digital systems with Turing networks -- Organizing unorganized machines -- Network Properties and characteristics -- Epilogue 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 Unfortunately, his work was dismissed by his employer as a "schoolboy essay" and went unpublished until 1968, 14 years after his death.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 English Computer science Computer hardware Information theory Computer science. Information theory. Electronic books Print version 9781852334758 Discrete mathematics and theoretical computer science