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Record Nr. |
UNINA9910254089203321 |
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Autore |
Greenwood Priscilla E |
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Titolo |
Stochastic Neuron Models / / by Priscilla E. Greenwood, Lawrence M. Ward |
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Pubbl/distr/stampa |
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Cham : , : Springer International Publishing : , : Imprint : Springer, , 2016 |
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ISBN |
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Edizione |
[1st ed. 2016.] |
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Descrizione fisica |
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1 online resource (82 p.) |
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Collana |
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Stochastics in Biological Systems, , 2364-2297 ; ; 1.5 |
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Disciplina |
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Soggetti |
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Biomathematics |
Probabilities |
Neurosciences |
Statistics |
Physiological, Cellular and Medical Topics |
Probability Theory and Stochastic Processes |
Statistics for Life Sciences, Medicine, Health Sciences |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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Introduction -- Single Neuron Models -- Population and Subpopulation Models -- Spatially-structured Neural Systems -- The Bigger Picture. |
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Sommario/riassunto |
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This book describes a large number of open problems in the theory of stochastic neural systems, with the aim of enticing probabilists to work on them. This includes problems arising from stochastic models of individual neurons as well as those arising from stochastic models of the activities of small and large networks of interconnected neurons. The necessary neuroscience background to these problems is outlined within the text, so readers can grasp the context in which they arise. This book will be useful for graduate students and instructors providing material and references for applying probability to stochastic neuron modeling. Methods and results are presented, but the emphasis is on questions where additional stochastic analysis may contribute neuroscience insight. An extensive bibliography is included. Dr. Priscilla E. Greenwood is a Professor Emerita in the Department of Mathematics at the University of British Columbia. Dr. Lawrence M. Ward is a |
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