Waves In Neural Media From Single Neurons To Neural Fields

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Last edited by MARC Bot
October 2, 2024 | History

Waves In Neural Media From Single Neurons To Neural Fields

Waves in Neural Media: From Single Cells to Neural Fields surveys mathematical models of traveling waves in the brain, ranging from intracellular waves in single neurons to waves of activity in large-scale brain networks. The work provides a pedagogical account of analytical methods for finding traveling wave solutions of the variety of nonlinear differential equations that arise in such models. These include regular and singular perturbation methods, weakly nonlinear analysis, Evans functions and wave stability, homogenization theory and averaging, and stochastic processes. Also covered in the text are exact methods of solution where applicable. Historically speaking, the propagation of action potentials has inspired new mathematics, particularly with regard to the PDE theory of waves in excitable media. More recently, continuum neural field models of large-scale brain networks have generated a new set of interesting mathematical questions with regard to the solution of nonlocal integro-differential equations.  Advanced graduates, postdoctoral researchers and faculty working in mathematical biology, theoretical neuroscience, or applied nonlinear dynamics will find this book to be a valuable resource. The main prerequisites are an introductory graduate course on ordinary differential equations and partial differential equations, making this an accessible and unique contribution to the field of mathematical biology.

Publish Date
Pages
436

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Edition Availability
Cover of: Waves In Neural Media From Single Neurons To Neural Fields
Waves In Neural Media From Single Neurons To Neural Fields
2013, Springer-Verlag New York Inc.

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Book Details


Classifications

Library of Congress
QP357.5 .B747 2014, QA1-939, QA76.87

ID Numbers

Open Library
OL25956229M
ISBN 13
9781461488651
LCCN
2013948234

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History

Download catalog record: RDF / JSON / OPDS | Wikipedia citation
October 2, 2024 Edited by MARC Bot import existing book
October 5, 2021 Edited by ImportBot import existing book
November 12, 2020 Edited by MARC Bot import existing book
October 14, 2016 Edited by Mek Added new cover
October 14, 2016 Created by Mek Added new book.