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  • © 2014

Waves in Neural Media

From Single Neurons to Neural Fields

Authors:

  • Covers an extensive array of topics ranging from sub-cellular to tissue level biology
  • Can serve as an entry point for biologists wishing to learn about mathematical modeling
  • Provides an excellent introduction to mathematical neuroscience from the perspective of dymanical systems

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Table of contents (9 chapters)

  1. Front Matter

    Pages i-xix
  2. Neurons

    1. Front Matter

      Pages 1-1
    2. Single Neuron Modeling

      • Paul C. Bressloff
      Pages 3-62
    3. Wave Propagation Along Spiny Dendrites

      • Paul C. Bressloff
      Pages 101-136
    4. Calcium Waves and Sparks

      • Paul C. Bressloff
      Pages 137-181
  3. Networks

    1. Front Matter

      Pages 183-183
    2. Waves in Synaptically Coupled Spiking Networks

      • Paul C. Bressloff
      Pages 185-231
    3. Population Models and Neural Fields

      • Paul C. Bressloff
      Pages 233-269
    4. Waves in Excitable Neural Fields

      • Paul C. Bressloff
      Pages 271-318
    5. Neural Field Model of Binocular Rivalry Waves

      • Paul C. Bressloff
      Pages 319-345
  4. Development and Disease

    1. Front Matter

      Pages 347-347
    2. Waves in the Developing and the Diseased Brain

      • Paul C. Bressloff
      Pages 349-404
  5. Back Matter

    Pages 405-436

About this book

Waves in Neural Media: From Single Neurons 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 or partial differential equations, making this an accessible and unique contribution to the field of mathematical biology. 

Reviews

“This is a summary of the mathematical modeling of the dendrites, single and multi- neuronal units. … I think this book will appeal to neuromathematicians, researchers, graduate students, fellows, and theoretical neuroscientists.” (Joseph J. Grenier, Amazon.com, November, 2015)

Authors and Affiliations

  • Department of Mathematics, University of Utah, Salt Lake City, USA

    Paul C. Bressloff

Bibliographic Information

Buy it now

Buying options

eBook USD 89.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 119.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access