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Published by Oxford University Press, 2015
ISBN 10: 0190262125 ISBN 13: 9780190262129
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Published by Oxford University Press, 2015
ISBN 10: 0190262125 ISBN 13: 9780190262129
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Language: English
Published by Oxford University Press Inc, New York, 2015
ISBN 10: 0190262125 ISBN 13: 9780190262129
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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 multiple locations in the US or from the UK, depending on stock availability.
Language: English
Published by Oxford University Press, 2015
ISBN 10: 0190262125 ISBN 13: 9780190262129
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Language: English
Published by Oxford University Press, 2013
ISBN 10: 0199794545 ISBN 13: 9780199794546
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Language: English
Published by Oxford University Press, 2015
ISBN 10: 0190262125 ISBN 13: 9780190262129
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ISBN 10: 0199794545 ISBN 13: 9780199794546
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Published by Oxford University Press, New York, NY, 2013
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ISBN 10: 0190262125 ISBN 13: 9780190262129
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Published by Oxford University Press Inc, US, 2015
ISBN 10: 0190262125 ISBN 13: 9780190262129
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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.
Language: English
Published by Oxford University Press, 2013
ISBN 10: 0199794545 ISBN 13: 9780199794546
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ISBN 10: 0190262125 ISBN 13: 9780190262129
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Language: English
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Condition: 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. . . . .
Language: English
Published by Oxford University Press Inc, 2015
ISBN 10: 0190262125 ISBN 13: 9780190262129
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Condition: 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.
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Published by Oxford University Press Inc, New York, 2015
ISBN 10: 0190262125 ISBN 13: 9780190262129
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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.
Language: English
Published by Oxford University Press, 2013
ISBN 10: 0199794545 ISBN 13: 9780199794546
Hardcover. Condition: Good+. Dust Jacket Condition: Very Good. Oxford Series On Cognitive Models And Architectures; Book contains markings and notes from previous owner. Writing present to side edge of pages. - Great overall condition. Minor cosmetic wear. No noteworthy blemishes. No writing. ; - We're committed to your satisfaction. We offer free returns and respond promptly to all inquiries. Your item will be carefully wrapped in bubble wrap and securely boxed. All orders ship on the same or next business day. Buy with confidence.
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Published by Oxford University Press Inc, US, 2015
ISBN 10: 0190262125 ISBN 13: 9780190262129
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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.
Language: English
Published by Oxford University Press, 2013
ISBN 10: 0199794545 ISBN 13: 9780199794546
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