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Synopsis
The theoretical foundations of Neural Networks and Analog Computation conceptualize neural networks as a particular type of computer consisting of multiple assemblies of basic processors interconnected in an intricate structure. Examining these networks under various resource constraints reveals a continuum of computational devices, several of which coincide with well-known classical models. On a mathematical level, the treatment of neural computations enriches the theory of computation but also explicated the computational complexity associated with biological networks, adaptive engineering tools, and related models from the fields of control theory and nonlinear dynamics. The material in this book will be of interest to researchers in a variety of engineering and applied sciences disciplines. In addition, the work may provide the base of a graduate-level seminar in neural networks for computer science students.
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Neural Networks and Analog Computation : Beyond the Turing Limit
Edité par
Birkhäuser Boston, 1998
ISBN 10 : 0817639497
ISBN 13 : 9780817639495
Ancien ou d'occasion
Couverture rigide
Vendeur : Buchpark, Trebbin, Allemagne
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Etat : Gut. Zustand: Gut | Seiten: 204 | Sprache: Englisch | Produktart: Bücher. N° de réf. du vendeur 791781/3
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Neural Networks and Analog Computation: Beyond the Turing Limit (Progress in Theoretical Computer Science)
Edité par
Birkh�user, 1998
ISBN 10 : 0817639497
ISBN 13 : 9780817639495
Ancien ou d'occasion
Couverture rigide
Vendeur : Phatpocket Limited, Waltham Abbey, HERTS, Royaume-Uni
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Etat : Good. Your purchase helps support Sri Lankan Children's Charity 'The Rainbow Centre'. Ex-library, so some stamps and wear, but in good overall condition. Our donations to The Rainbow Centre have helped provide an education and a safe haven to hundreds of children who live in appalling conditions. N° de réf. du vendeur Z1-U-001-02657
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Neural Networks and Analog Computation
Edité par
Birkhäuser Boston, 1998
ISBN 10 : 0817639497
ISBN 13 : 9780817639495
Neuf
Couverture rigide
Vendeur : moluna, Greven, Allemagne
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Gebunden. Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. The theoretical foundations of Neural Networks and Analog Computation conceptualize neural networks as a particular type of computer consisting of multiple assemblies of basic processors interconnected in an intricate structure. Examining these networks . N° de réf. du vendeur 5975578
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Neural Networks and Analog Computation: Beyond the Turing Limit (Progress in Theoretical Computer Science)
Vendeur : Ria Christie Collections, Uxbridge, Royaume-Uni
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Neural Networks and Analog Computation
Edité par
Birkhäuser Boston Dez 1998, 1998
ISBN 10 : 0817639497
ISBN 13 : 9780817639495
Neuf
Couverture rigide
Vendeur : BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Allemagne
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Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -The theoretical foundations of Neural Networks and Analog Computation conceptualize neural networks as a particular type of computer consisting of multiple assemblies of basic processors interconnected in an intricate structure. Examining these networks under various resource constraints reveals a continuum of computational devices, several of which coincide with well-known classical models. What emerges is a Church-Turing-like thesis, applied to the field of analog computation, which features the neural network model in place of the digital Turing machine. This new concept can serve as a point of departure for the development of alternative, supra-Turing, computational theories. On a mathematical level, the treatment of neural computations enriches the theory of computation but also explicated the computational complexity associated with biological networks, adaptive engineering tools, and related models from the fields of control theory and nonlinear dynamics.The topics covered in this work will appeal to a wide readership from a variety of disciplines. Special care has been taken to explain the theory clearly and concisely. The first chapter review s the fundamental terms of modern computational theory from the point of view of neural networks and serves as a reference for the remainder of the book. Each of the subsequent chapters opens with introductory material and proceeds to explain the chapter s connection to the development of the theory. Thereafter, the concept is defined in mathematical terms.Although the notion of a neural network essentially arises from biology, many engineering applications have been found through highly idealized and simplified models of neuron behavior. Particular areas of application have been as diverse as explosives detection in airport security, signature verification, financial and medical times series prediction, vision, speech processing, robotics, nonlinear control, and signal processing. The focus in all of these models is entirely on the behavior of networks as computer.The material in this book will be of interest to researchers in a variety of engineering and applied sciences disciplines. In addition, the work may provide the base of a graduate-level seminar in neural networks for computer science students. 204 pp. Englisch. N° de réf. du vendeur 9780817639495
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Neural Networks and Analog Computation
Edité par
Birkhäuser Boston, Birkhäuser Boston Dez 1998, 1998
ISBN 10 : 0817639497
ISBN 13 : 9780817639495
Neuf
Couverture rigide
Vendeur : buchversandmimpf2000, Emtmannsberg, BAYE, Allemagne
Évaluation du vendeur 5 sur 5 étoiles
Buch. Etat : Neu. Neuware -Humanity's most basic intellectual quest to decipher nature and master it has led to numerous efforts to build machines that simulate the world or communi cate with it [Bus70, Tur36, MP43, Sha48, vN56, Sha41, Rub89, NK91, Nyc92]. The computational power and dynamic behavior of such machines is a central question for mathematicians, computer scientists, and occasionally, physicists. Our interest is in computers called artificial neural networks. In their most general framework, neural networks consist of assemblies of simple processors, or 'neurons,' each of which computes a scalar activation function of its input. This activation function is nonlinear, and is typically a monotonic function with bounded range, much like neural responses to input stimuli. The scalar value produced by a neuron affects other neurons, which then calculate a new scalar value of their own. This describes the dynamical behavior of parallel updates. Some of the signals originate from outside the network and act as inputs to the system, while other signals are communicated back to the environment and are thus used to encode the end result of the computation.Springer Basel AG in Springer Science + Business Media, Heidelberger Platz 3, 14197 Berlin 204 pp. Englisch. N° de réf. du vendeur 9780817639495
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Neural Networks and Analog Computation : Beyond the Turing Limit
Edité par
Birkhäuser Boston, Birkhäuser Boston, 1998
ISBN 10 : 0817639497
ISBN 13 : 9780817639495
Neuf
Couverture rigide
Vendeur : AHA-BUCH GmbH, Einbeck, Allemagne
Évaluation du vendeur 5 sur 5 étoiles
Buch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - Humanity's most basic intellectual quest to decipher nature and master it has led to numerous efforts to build machines that simulate the world or communi cate with it [Bus70, Tur36, MP43, Sha48, vN56, Sha41, Rub89, NK91, Nyc92]. The computational power and dynamic behavior of such machines is a central question for mathematicians, computer scientists, and occasionally, physicists. Our interest is in computers called artificial neural networks. In their most general framework, neural networks consist of assemblies of simple processors, or 'neurons,' each of which computes a scalar activation function of its input. This activation function is nonlinear, and is typically a monotonic function with bounded range, much like neural responses to input stimuli. The scalar value produced by a neuron affects other neurons, which then calculate a new scalar value of their own. This describes the dynamical behavior of parallel updates. Some of the signals originate from outside the network and act as inputs to the system, while other signals are communicated back to the environment and are thus used to encode the end result of the computation. N° de réf. du vendeur 9780817639495
Quantité disponible : 1 disponible(s)
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Neural Networks and Analog Computation: Beyond the Turing Limit (Progress in Theoretical Computer Science)
Vendeur : California Books, Miami, FL, Etats-Unis
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Etat : New. N° de réf. du vendeur I-9780817639495
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Neural Networks and Analog Computation: Beyond the Turing Limit (Progress in Theoretical Computer Science)
Edité par
Birkh?user, 1998
ISBN 10 : 0817639497
ISBN 13 : 9780817639495
Ancien ou d'occasion
Couverture rigide
Vendeur : SecondSale, Montgomery, IL, Etats-Unis
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Etat : Good. Item in good condition. Textbooks may not include supplemental items i.e. CDs, access codes etc. N° de réf. du vendeur 00072509384
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Neural Networks and Analog Computation: Beyond the Turing Limit (Progress in Theoretical Computer Science)
Vendeur : Lucky's Textbooks, Dallas, TX, Etats-Unis
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Etat : New. N° de réf. du vendeur ABLIING23Feb2416190237435
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