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How to Build a Brain: A Neural Architecture for Biological Cognition (Oxford Series on Cognitive Models and Architectures) - Softcover
Synopsis
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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About the Author
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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How to Build a Brain: A Neural Architecture for Biological Cognition (Oxford Series on Cognitive Models and Architectures)
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How to Build a Brain: A Neural Architecture for Biological Cognition
Published by
Oxford University Press, 2015
ISBN 10: 0190262125
ISBN 13: 9780190262129
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Softcover
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How to Build a Brain
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PAP. Condition: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # L0-9780190262129
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How to Build a Brain: A Neural Architecture for Biological Cognition
Published by
Oxford University Press, 2015
ISBN 10: 0190262125
ISBN 13: 9780190262129
Used
Softcover
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Condition: good. Befriedigend/Good: Durchschnittlich erhaltenes Buch bzw. Schutzumschlag mit Gebrauchsspuren, aber vollständigen Seiten. / Describes the average WORN book or dust jacket that has all the pages present. Seller Inventory # M00190262125-G
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How to Build a Brain (Paperback)
Published by
Oxford University Press Inc, New York, 2015
ISBN 10: 0190262125
ISBN 13: 9780190262129
New
Paperback
Seller: CitiRetail, Stevenage, United Kingdom
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Paperback. Condition: new. Paperback. 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 widerange 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, neuralpopulation 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 theart, addressing issues of theory construction in the behavioral sciences, semantic compositionality, and scalability, among other considerations. The book concludes with a discussion of conceptualchallenges 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 andmodels presented throughout. 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. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. Seller Inventory # 9780190262129
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How to Build a Brain : A Neural Architecture for Biological Cognition
Published by
Oxford University Press, 2015
ISBN 10: 0190262125
ISBN 13: 9780190262129
Used
Softcover
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
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How to Build a Brain
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PAP. Condition: New. New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Seller Inventory # L0-9780190262129
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How to Build a Brain
Published by
Oxford University Press Inc, US, 2015
ISBN 10: 0190262125
ISBN 13: 9780190262129
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Paperback
Seller: Rarewaves.com UK, London, United Kingdom
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Paperback. Condition: 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. Seller Inventory # LU-9780190262129
Quantity: Over 20 available
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How to Build a Brain: A Neural Architecture for Biological Cognition
Published by
Oxford University Press Inc, 2015
ISBN 10: 0190262125
ISBN 13: 9780190262129
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Paperback / softback. Condition: New. This item is printed on demand. New copy - Usually dispatched within 5-9 working days. Seller Inventory # C9780190262129
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