Stochastic Neuron Models

• Main Authors: Greenwood, Priscilla E. (Author), Ward, Lawrence M. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Series: Mathematical Biosciences Institute Lecture Series ; 1.5
• Subjects: Mathematics.; Neurosciences.; Probabilities.; Biomathematics.; Statistics.; Physiological, Cellular and Medical Topics.; Probability Theory and Stochastic Processes.; Statistics for Life Sciences, Medicine, Health Sciences.

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 smal...

Table of Contents:

• Introduction
• Single Neuron Models
• Population and Subpopulation Models
• Spatially-structured Neural Systems
• The Bigger Picture.