Spikes: Exploring the Neural Code

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9780262681087: Spikes: Exploring the Neural Code

Our perception of the world is driven by input from the sensory nerves. This input arrives encoded as sequences of identical spikes. Much of neural computation involves processing these spike trains. What does it mean to say that a certain set of spikes is the right answer to a computational problem? In what sense does a spike train convey information about the sensory world? Spikes begins by providing precise formulations of these and related questions about the representation of sensory signals in neural spike trains. The answers to these questions are then pursued in experiments on sensory neurons.The authors invite the reader to play the role of a hypothetical observer inside the brain who makes decisions based on the incoming spike trains. Rather than asking how a neuron responds to a given stimulus, the authors ask how the brain could make inferences about an unknown stimulus from a given neural response. The flavor of some problems faced by the organism is captured by analyzing the way in which the observer can make a running reconstruction of the sensory stimulus as it evolves in time. These ideas are illustrated by examples from experiments on several biological systems.Intended for neurobiologists with an interest in mathematical analysis of neural data as well as the growing number of physicists and mathematicians interested in information processing by "real" nervous systems, Spikes provides a self-contained review of relevant concepts in information theory and statistical decision theory. A quantitative framework is used to pose precise questions about the structure of the neural code. These questions in turn influence both the design and analysis of experiments on sensory neurons.

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Fred Rieke, David Warland, Rob de Ruyter Van Steveninck
Editore: MIT Press Ltd, United States (1999)
ISBN 10: 0262681080 ISBN 13: 9780262681087
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Descrizione libro MIT Press Ltd, United States, 1999. Paperback. Condizione libro: New. Reprint. 226 x 178 mm. Language: English . Brand New Book. Our perception of the world is driven by input from the sensory nerves. This input arrives encoded as sequences of identical spikes. Much of neural computation involves processing these spike trains. What does it mean to say that a certain set of spikes is the right answer to a computational problem? In what sense does a spike train convey information about the sensory world? Spikes begins by providing precise formulations of these and related questions about the representation of sensory signals in neural spike trains. The answers to these questions are then pursued in experiments on sensory neurons.The authors invite the reader to play the role of a hypothetical observer inside the brain who makes decisions based on the incoming spike trains. Rather than asking how a neuron responds to a given stimulus, the authors ask how the brain could make inferences about an unknown stimulus from a given neural response. The flavor of some problems faced by the organism is captured by analyzing the way in which the observer can make a running reconstruction of the sensory stimulus as it evolves in time. These ideas are illustrated by examples from experiments on several biological systems. Intended for neurobiologists with an interest in mathematical analysis of neural data as well as the growing number of physicists and mathematicians interested in information processing by real nervous systems, Spikes provides a self-contained review of relevant concepts in information theory and statistical decision theory. A quantitative framework is used to pose precise questions about the structure of the neural code. These questions in turn influence both the design and analysis of experiments on sensory neurons. Codice libro della libreria AAU9780262681087

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Fred Rieke, David Warland, Rob de de Ruyter van Steveninck, William Bialek
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ISBN 10: 0262681080 ISBN 13: 9780262681087
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Descrizione libro A Bradford Book, 1999. Condizione libro: New. 1999. Reprint. Paperback. Intended for neurobiologists with an interest in mathematical analysis of neural data as well as physicists and mathematicians interested in information processing by "real" nervous systems, this text presents a review of relevant concepts in information theory and statistical decision theory. Series: Computational Neuroscience. Num Pages: 408 pages, 88. BIC Classification: MJN; PHVN; PSAN. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly; (UU) Undergraduate. Dimension: 228 x 177 x 20. Weight in Grams: 664. . . . . . . Codice libro della libreria V9780262681087

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Descrizione libro MIT Press, 1999. PAP. Condizione libro: New. New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. Codice libro della libreria BB-9780262681087

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Fred Rieke, David Warland, Rob de de Ruyter van Steveninck, William Bialek
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Descrizione libro A Bradford Book. Condizione libro: New. 1999. Reprint. Paperback. Intended for neurobiologists with an interest in mathematical analysis of neural data as well as physicists and mathematicians interested in information processing by "real" nervous systems, this text presents a review of relevant concepts in information theory and statistical decision theory. Series: Computational Neuroscience. Num Pages: 408 pages, 88. BIC Classification: MJN; PHVN; PSAN. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly; (UU) Undergraduate. Dimension: 228 x 177 x 20. Weight in Grams: 664. . . . . . Books ship from the US and Ireland. Codice libro della libreria V9780262681087

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Fred Rieke, David Warland, Rob de Ruyter Van Steveninck
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ISBN 10: 0262681080 ISBN 13: 9780262681087
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Descrizione libro MIT Press Ltd, United States, 1999. Paperback. Condizione libro: New. Reprint. 226 x 178 mm. Language: English . Brand New Book. Our perception of the world is driven by input from the sensory nerves. This input arrives encoded as sequences of identical spikes. Much of neural computation involves processing these spike trains. What does it mean to say that a certain set of spikes is the right answer to a computational problem? In what sense does a spike train convey information about the sensory world? Spikes begins by providing precise formulations of these and related questions about the representation of sensory signals in neural spike trains. The answers to these questions are then pursued in experiments on sensory neurons.The authors invite the reader to play the role of a hypothetical observer inside the brain who makes decisions based on the incoming spike trains. Rather than asking how a neuron responds to a given stimulus, the authors ask how the brain could make inferences about an unknown stimulus from a given neural response. The flavor of some problems faced by the organism is captured by analyzing the way in which the observer can make a running reconstruction of the sensory stimulus as it evolves in time. These ideas are illustrated by examples from experiments on several biological systems. Intended for neurobiologists with an interest in mathematical analysis of neural data as well as the growing number of physicists and mathematicians interested in information processing by real nervous systems, Spikes provides a self-contained review of relevant concepts in information theory and statistical decision theory. A quantitative framework is used to pose precise questions about the structure of the neural code. These questions in turn influence both the design and analysis of experiments on sensory neurons. Codice libro della libreria AAU9780262681087

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Fred Rieke, David Warland, Rob De Ruyter Van Steveninck
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Descrizione libro MIT Press Ltd 1999-09-02, Cambridge, Mass., 1999. paperback. Condizione libro: New. Codice libro della libreria 9780262681087

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Descrizione libro MIT Press 1999-09-02, 1999. Condizione libro: New. Brand new book, sourced directly from publisher. Dispatch time is 24-48 hours from our warehouse. Book will be sent in robust, secure packaging to ensure it reaches you securely. Codice libro della libreria NU-GRD-02891189

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Descrizione libro Condizione libro: New. Depending on your location, this item may ship from the US or UK. Codice libro della libreria 97802626810870000000

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Fred Rieke, David Warland, Rob De Ruyter Van Steveninck, William Bialek
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Descrizione libro MIT Press Ltd. Paperback. Condizione libro: new. BRAND NEW, Spikes: Exploring the Neural Code, Fred Rieke, David Warland, Rob De Ruyter Van Steveninck, William Bialek, Our perception of the world is driven by input from the sensory nerves. This input arrives encoded as sequences of identical spikes. Much of neural computation involves processing these spike trains. What does it mean to say that a certain set of spikes is the right answer to a computational problem? In what sense does a spike train convey information about the sensory world? Spikes begins by providing precise formulations of these and related questions about the representation of sensory signals in neural spike trains. The answers to these questions are then pursued in experiments on sensory neurons.The authors invite the reader to play the role of a hypothetical observer inside the brain who makes decisions based on the incoming spike trains. Rather than asking how a neuron responds to a given stimulus, the authors ask how the brain could make inferences about an unknown stimulus from a given neural response. The flavor of some problems faced by the organism is captured by analyzing the way in which the observer can make a running reconstruction of the sensory stimulus as it evolves in time. These ideas are illustrated by examples from experiments on several biological systems. Intended for neurobiologists with an interest in mathematical analysis of neural data as well as the growing number of physicists and mathematicians interested in information processing by "real" nervous systems, Spikes provides a self-contained review of relevant concepts in information theory and statistical decision theory. A quantitative framework is used to pose precise questions about the structure of the neural code. These questions in turn influence both the design and analysis of experiments on sensory neurons. Codice libro della libreria B9780262681087

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Descrizione libro Condizione libro: New. Bookseller Inventory # ST0262681080. Codice libro della libreria ST0262681080

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