Stochastic neuron models [electronic resource] / Priscilla E. Greenwood, Lawrence M. Ward.
2016
QP363
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Online Access
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Unlimited
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Can lend chapters, not whole ebooks
Details
Title
Stochastic neuron models [electronic resource] / Priscilla E. Greenwood, Lawrence M. Ward.
ISBN
9783319269115 (electronic book)
3319269119 (electronic book)
9783319269092
3319269097
3319269119 (electronic book)
9783319269092
3319269097
Published
Cham : Springer, [2016]
Copyright
©2016
Language
English
Description
1 online resource : color illustrations.
Item Number
10.1007/978-3-319-26911-5 doi
Call Number
QP363
Dewey Decimal Classification
612.81046
Summary
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 Professor in the Department of Psychology and the Brain Research Centre at the University of British Columbia.
Bibliography, etc. Note
Includes bibliographical references and index.
Access Note
Access limited to authorized users.
Source of Description
Online resource; title from PDF title page (viewed February 11, 2016).
Added Author
Ward, Lawrence M., author.
Series
Mathematical Biosciences Institute lecture series. Stochastics in biological systems ; 1.5.
Available in Other Form
Print version: 9783319269092
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Table of Contents
Single Neuron Models
Population and Subpopulation Models
Spatially Structured Neural Systems
The Bigger Picture.
Population and Subpopulation Models
Spatially Structured Neural Systems
The Bigger Picture.