03936nam 22007215 450 991025408920332120200704121002.03-319-26911-910.1007/978-3-319-26911-5(CKB)3710000000588175(EBL)4388663(SSID)ssj0001654163(PQKBManifestationID)16433426(PQKBTitleCode)TC0001654163(PQKBWorkID)14982312(PQKB)11458697(DE-He213)978-3-319-26911-5(MiAaPQ)EBC4388663(PPN)192221213(EXLCZ)99371000000058817520160202d2016 u| 0engur|n|---|||||txtccrStochastic Neuron Models[electronic resource] /by Priscilla E. Greenwood, Lawrence M. Ward1st ed. 2016.Cham :Springer International Publishing :Imprint: Springer,2016.1 online resource (82 p.)Stochastics in Biological Systems,2364-2297 ;1.5Description based upon print version of record.3-319-26909-7 Includes bibliographical references and index.Introduction -- Single Neuron Models -- Population and Subpopulation Models -- Spatially-structured Neural Systems -- The Bigger Picture.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.Stochastics in Biological Systems,2364-2297 ;1.5BiomathematicsProbabilitiesNeurosciencesStatistics Physiological, Cellular and Medical Topicshttps://scigraph.springernature.com/ontologies/product-market-codes/M31020Probability Theory and Stochastic Processeshttps://scigraph.springernature.com/ontologies/product-market-codes/M27004Neuroscienceshttps://scigraph.springernature.com/ontologies/product-market-codes/B18006Statistics for Life Sciences, Medicine, Health Scienceshttps://scigraph.springernature.com/ontologies/product-market-codes/S17030Biomathematics.Probabilities.Neurosciences.Statistics .Physiological, Cellular and Medical Topics.Probability Theory and Stochastic Processes.Neurosciences.Statistics for Life Sciences, Medicine, Health Sciences.573.8536Greenwood Priscilla Eauthttp://id.loc.gov/vocabulary/relators/aut253222Ward Lawrence Mauthttp://id.loc.gov/vocabulary/relators/autMiAaPQMiAaPQMiAaPQBOOK9910254089203321Stochastic Neuron Models2004683UNINA