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How To Build A Brain: A Neural Architecture for Biological Cognition (Oxford Series on Cognitive Models and Architectures) - Softcover
Buch 6 von 13: Oxford Series on Cognitive Models and Architectures
Inhaltsangabe
Provides a guided exploration of a new cognitive architecture that takes biological detail seriously while addressing cognitive phenomena. Now in paperback!
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Über die Autorin bzw. den Autor
Chris Eliasmith is Canada Research Chair in Theoretical Neuroscience at the University of Waterloo.
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How to Build a Brain : A Neural Architecture for Biological Cognition
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Oxford University Press, Incorporated, 2015
ISBN 10: 0190262125
ISBN 13: 9780190262129
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How to Build a Brain: A Neural Architecture for Biological Cognition
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Oxford University Press, 2015
ISBN 10: 0190262125
ISBN 13: 9780190262129
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How to Build a Brain : A Neural Architecture for Biological Cognition
Verlag:
Oxford University Press, 2015
ISBN 10: 0190262125
ISBN 13: 9780190262129
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Softcover
Anbieter: GreatBookPricesUK, Woodford Green, Vereinigtes Königreich
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How to Build a Brain
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Oxford University Press Inc, US, 2015
ISBN 10: 0190262125
ISBN 13: 9780190262129
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Paperback. Zustand: New. One goal of researchers in neuroscience, psychology, and artificial intelligence is to build theoretical models that can explain the flexibility and adaptiveness of biological systems. How to Build a Brain provides a guided exploration of a new cognitive architecture that takes biological detail seriously while addressing cognitive phenomena. The Semantic Pointer Architecture (SPA) introduced in this book provides a set of tools for constructing a wide range of biologically constrained perceptual, cognitive, and motor models. Examples of such models are provided to explain a wide range of data including single-cell recordings, neural population activity, reaction times, error rates, choice behavior, and fMRI signals. Each of the models addressed in the book introduces a major feature of biological cognition, including semantics, syntax, control, learning, and memory. These models are presented as integrated considerations of brain function, giving rise to what is currently the world's largest functional brain model. The book also compares the Semantic Pointer Architecture with the current state of the art, addressing issues of theory construction in the behavioral sciences, semantic compositionality, and scalability, among other considerations. The book concludes with a discussion of conceptual challenges raised by this architecture, and identifies several outstanding challenges for SPA and other cognitive architectures. Along the way, the book considers neural coding, concept representation, neural dynamics, working memory, neuroanatomy, reinforcement learning, and spike-timing dependent plasticity. Eight detailed, hands-on tutorials exploiting the free Nengo neural simulation environment are also included, providing practical experience with the concepts and models presented throughout. Artikel-Nr. LU-9780190262129
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Paperback. Zustand: Brand New. reprint edition. 456 pages. 10.25x7.25x1.00 inches. In Stock. Artikel-Nr. x-0190262125
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How to Build a Brain: A Neural Architecture for Biological Cognition
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Zustand: New. How to Build a Brain provides a guided exploration of a new cognitive architecture that takes biological detail seriously while addressing cognitive phenomena. The Semantic Pointer Architecture (SPA) introduced in this book provides a set of tools for constructing a wide range of biologically constrained perceptual, cognitive, and motor models. Series: Oxford Series on Cognitive Models and Architectures. Num Pages: 480 pages, With illustrations. BIC Classification: JMR; PSAN. Category: (G) General (US: Trade). Dimension: 254 x 181 x 25. Weight in Grams: 850. . 2015. Reprint. Paperback. . . . . Books ship from the US and Ireland. Artikel-Nr. V9780190262129
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Foto des Verkäufers
How to Build a Brain
Verlag:
Oxford University Press Inc, US, 2015
ISBN 10: 0190262125
ISBN 13: 9780190262129
Neu
Paperback
Anbieter: Rarewaves.com UK, London, Vereinigtes Königreich
Verkäuferbewertung 5 von 5 Sternen
Paperback. Zustand: New. One goal of researchers in neuroscience, psychology, and artificial intelligence is to build theoretical models that can explain the flexibility and adaptiveness of biological systems. How to Build a Brain provides a guided exploration of a new cognitive architecture that takes biological detail seriously while addressing cognitive phenomena. The Semantic Pointer Architecture (SPA) introduced in this book provides a set of tools for constructing a wide range of biologically constrained perceptual, cognitive, and motor models. Examples of such models are provided to explain a wide range of data including single-cell recordings, neural population activity, reaction times, error rates, choice behavior, and fMRI signals. Each of the models addressed in the book introduces a major feature of biological cognition, including semantics, syntax, control, learning, and memory. These models are presented as integrated considerations of brain function, giving rise to what is currently the world's largest functional brain model. The book also compares the Semantic Pointer Architecture with the current state of the art, addressing issues of theory construction in the behavioral sciences, semantic compositionality, and scalability, among other considerations. The book concludes with a discussion of conceptual challenges raised by this architecture, and identifies several outstanding challenges for SPA and other cognitive architectures. Along the way, the book considers neural coding, concept representation, neural dynamics, working memory, neuroanatomy, reinforcement learning, and spike-timing dependent plasticity. Eight detailed, hands-on tutorials exploiting the free Nengo neural simulation environment are also included, providing practical experience with the concepts and models presented throughout. Artikel-Nr. LU-9780190262129
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