Turing’s Connectionism: An Investigation of Neural Network Architectures

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Springer London, 2011. gada 5. dec. - 200 lappuses
Alan Mathison Turing (1912-1954) was the first to carry out substantial re search in the field now known as Artificial Intelligence (AI). He was thinking about machine intelligence at least as early as 1941 and during the war cir culated a typewritten paper on machine intelligence among his colleagues at the Government Code and Cypher School (GC & CS), Bletchley Park. Now lost, this was undoubtedly the earliest paper in the field of AI. It probably concerned machine learning and heuristic problem-solving; both were topics that Turing discussed extensively during the war years at GC & CS, as was mechanical chess [121]. In 1945, the war in Europe over, Turing was recruited by the National Physical Laboratory (NPL)! in London, his brief to design and develop an electronic stored-program digital computer-a concrete form of the universal Turing machine of 1936 [185]. Turing's technical report "Proposed Electronic 2 Calculator" , dating from the end of 1945 and containing his design for the Automatic Computing Engine (ACE), was the first relatively complete spec ification of an electronic stored-program digital computer [193,197]. (The document "First Draft of a Report on the EDVAC", produced by John von Neumann and the Moore School group at the University of Pennsylvania in May 1945, contained little engineering detail, in particular concerning elec tronic hardware [202].

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Par autoru (2011)

Christof Teuscher holds an electronic engineer degree and received the diploma degree in computer engineering (equivalent to a MSCS degree) from the Swiss Federal Institute of Technology at Lausanne (EPFL) in 2000. Since then, he has been a research and teaching assistant in the Logic Systems Laboratory at EPFL, pursuing the Ph.D. degree in the field of biologically-inspired computing machines.Christof Teuscher's work has been honored with several awards. His first book has been published by Springer-Verlag in 2001: Turing's Connectionism: An Investigation of Neural Network Architectures. He was head of the BioWall project that was widely covered by the media. Christof's second book - Alan Turing: Life and Legacy of a Great Thinker - will be published in 2003. Christof has also been nominated for a fellowship at the Center for Advanced Study in the Behavioral Sciences at Stanford University.Christof Teuscher is the initiator and organizer of the Turing Day and an organizer and program chair of the 5th International Workshop on Information Processing in Cells in Tissues, IPCAT2003. He is also a member of the program committee of the 5th International Conference on Evolvable Systems: From Biology to Hardware, ICES'03, of the 7th European Conference on Artificial Life, ECAL2003, and of the NASA/DoD Conference on Evolvable Hardware, EH-2003.

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