The Computational Brain

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9780262531207: The Computational Brain

How do groups of neurons interact to enable the organism to see, decide, and move appropriately? What are the principles whereby networks of neurons represent and compute? These are the central questions probed by The Computational Brain. Churchland and Sejnowski address the foundational ideas of the emerging field of computational neuroscience, examine a diverse range of neural network models, and consider future directions of the field. The Computational Brain is the first unified and broadly accessible book to bring together computational concepts and behavioral data within a neurobiological framework. Computer models constrained by neurobiological data can help reveal how -- networks of neurons subserve perception and behavior -- bow their physical interactions can yield global results in perception and behavior, and how their physical properties are used to code information and compute solutions. The Computational Brain focuses mainly on three domains: visual perception, learning and memory, and sensorimotor integration. Examples of recent computer models in these domains are discussed in detail, highlighting strengths and weaknesses, and extracting principles applicable to other domains. Churchland and Sejnowski show how both abstract models and neurobiologically realistic models can have useful roles in computational neuroscience, and they predict the coevolution of models and experiments at many levels of organization, from the neuron to the system. The Computational Brain addresses a broad audience: neuroscientists, computer scientists, cognitive scientists, and philosophers. It is written for both the expert and novice. A basic overview of neuroscience and computational theory is provided, followed by a study of some of the most recent and sophisticated modeling work in the context of relevant neurobiological research. Technical terms are clearly explained in the text, and definitions are provided in an extensive glossary. The appendix contains a precis of neurobiological techniques. The Computational Brain is the first unified and broadly accessible book to bring together computational concepts and behavioral data within a neurobiological framework. Churchland and Sejnowski address the foundational ideas of the emerging field of computational neuroscience, examine a diverse range of neural network models, and consider future directions of the field. A Bradford Book Computational Neuroscience series

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Patricia ChurchlandTerrence J. Sejnowski
Editore: MIT Press
ISBN 10: 0262531208 ISBN 13: 9780262531207
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Descrizione libro MIT Press. Condizione libro: New. Brand New. Codice libro della libreria 0262531208

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Churchland, Patricia S.
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Descrizione libro 1994. PAP. Condizione libro: New. New Book. Shipped from US within 10 to 14 business days. Established seller since 2000. Codice libro della libreria TM-9780262531207

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Churchland, Patricia S., Sejnowski, Terr
Editore: A Bradford Book (1994)
ISBN 10: 0262531208 ISBN 13: 9780262531207
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Descrizione libro A Bradford Book, 1994. Paperback. Condizione libro: New. Codice libro della libreria P110262531208

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Patricia S. Churchland, Terrence J. Sejnowski
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Descrizione libro MIT Press Ltd, United States, 1994. Paperback. Condizione libro: New. Revised ed.. 254 x 183 mm. Language: English . Brand New Book. How do groups of neurons interact to enable the organism to see, decide, and move appropriately? What are the principles whereby networks of neurons represent and compute? These are the central questions probed by The Computational Brain. Churchland and Sejnowski address the foundational ideas of the emerging field of computational neuroscience, examine a diverse range of neural network models, and consider future directions of the field. The Computational Brain is the first unified and broadly accessible book to bring together computational concepts and behavioral data within a neurobiological framework. Computer models constrained by neurobiological data can help reveal how -- networks of neurons subserve perception and behavior -- bow their physical interactions can yield global results in perception and behavior, and how their physical properties are used to code information and compute solutions. The Computational Brain focuses mainly on three domains: visual perception, learning and memory, and sensorimotor integration.Examples of recent computer models in these domains are discussed in detail, highlighting strengths and weaknesses, and extracting principles applicable to other domains. Churchland and Sejnowski show how both abstract models and neurobiologically realistic models can have useful roles in computational neuroscience, and they predict the coevolution of models and experiments at many levels of organization, from the neuron to the system. The Computational Brain addresses a broad audience: neuroscientists, computer scientists, cognitive scientists, and philosophers. It is written for both the expert and novice. A basic overview of neuroscience and computational theory is provided, followed by a study of some of the most recent and sophisticated modeling work in the context of relevant neurobiological research. Technical terms are clearly explained in the text, and definitions are provided in an extensive glossary. The appendix contains a precis of neurobiological techniques. The Computational Brain is the first unified and broadly accessible book to bring together computational concepts and behavioral data within a neurobiological framework.Churchland and Sejnowski address the foundational ideas of the emerging field of computational neuroscience, examine a diverse range of neural network models, and consider future directions of the field. A Bradford Book Computational Neuroscience series. Codice libro della libreria BZV9780262531207

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Patricia S. Churchland; Terrence J. Sejnowski
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ISBN 10: 0262531208 ISBN 13: 9780262531207
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Descrizione libro A Bradford Book, 1994. Paperback. Condizione libro: New. book. Codice libro della libreria 0262531208

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Patricia Smith Churchland, Terrence J. Sejnowski
Editore: A Bradford Book (1994)
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Descrizione libro A Bradford Book, 1994. Paperback. Condizione libro: New. Fourth printing. Codice libro della libreria DADAX0262531208

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Terence J. Seynowski
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Descrizione libro 1994. Paperback. Condizione libro: New. New edition. 178mm x 31mm x 254mm. Paperback. How do groups of neurons interact to enable the organism to see, decide, and move appropriately? What are the principles whereby networks of neurons represent and compute? The.Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability. 558 pages. 1.129. Codice libro della libreria 9780262531207

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Descrizione libro Bradford Books, 1994. Paperback. Condizione libro: Brand New. reprint edition. 560 pages. 10.00x7.25x1.25 inches. In Stock. Codice libro della libreria 0262531208

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Patricia S. Churchland and Terrence J. Sejnowski
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Descrizione libro Condizione libro: Brand New. Book Condition: Brand New. Codice libro della libreria 97802625312071.0

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