000 03860nam a22005295i 4500
001 978-1-4614-8866-8
003 DE-He213
005 20140220082503.0
007 cr nn 008mamaa
008 131017s2014 xxu| s |||| 0|eng d
020 _a9781461488668
_9978-1-4614-8866-8
024 7 _a10.1007/978-1-4614-8866-8
_2doi
050 4 _aQA76.87
072 7 _aPBWH
_2bicssc
072 7 _aMAT003000
_2bisacsh
082 0 4 _a519
_223
100 1 _aBressloff, Paul C.
_eauthor.
245 1 0 _aWaves in Neural Media
_h[electronic resource] :
_bFrom Single Neurons to Neural Fields /
_cby Paul C. Bressloff.
264 1 _aNew York, NY :
_bSpringer New York :
_bImprint: Springer,
_c2014.
300 _aXIX, 436 p. 151 illus., 18 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes on Mathematical Modelling in the Life Sciences,
_x2193-4789
505 0 _aPreface -- Part I Neurons -- Single Neuron Modeling -- Traveling Waves in One-Dimensional Excitable Media -- Wave Propagation Along Spiny Dendrites -- Calcium Waves and Sparks -- Part II Networks -- Waves in Synaptically-Coupled Spiking Networks -- Population Models and Neural Fields -- Waves in Excitable Neural Fields -- Neural Field Model of Binocular Rivalry Waves -- Part III Development and Disease -- Waves in the Developing and the Diseased Brain -- Index.
520 _aWaves 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. 
650 0 _aMathematics.
650 0 _aNeurosciences.
650 0 _aDifferential Equations.
650 0 _aPhysiology
_xMathematics.
650 0 _aDistribution (Probability theory).
650 1 4 _aMathematics.
650 2 4 _aMathematical Models of Cognitive Processes and Neural Networks.
650 2 4 _aPhysiological, Cellular and Medical Topics.
650 2 4 _aNeurosciences.
650 2 4 _aMathematical and Computational Biology.
650 2 4 _aProbability Theory and Stochastic Processes.
650 2 4 _aOrdinary Differential Equations.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9781461488651
830 0 _aLecture Notes on Mathematical Modelling in the Life Sciences,
_x2193-4789
856 4 0 _uhttp://dx.doi.org/10.1007/978-1-4614-8866-8
912 _aZDB-2-SMA
999 _c92265
_d92265