Editorial Reviews
Book Description
This is an introductory text of mathematical neuroscience intended for anyone who wants to appreciate the role that mathematics and mathematical modeling and analysis can do to aid an understanding of how the brain works and the nature of the mind. In particular, the book will be of interest to established neuroscientists and neuroscience students who wish to know what roles mathematical formulations can play in attempting to comprehend the dynamics of a human brain. It is expected that this text will be interesting for mathematics faculty teaching in neuroscience programs. It also aims to serve as a general introduction to neuromathematics in neuroscience programs at both undergraduate and graduate levels. Physical scientists and bioengineers who plan to extend their research activities into the realms of cognitive science will find this an ideal guide, as will philosophers and social scientists who wish to understand the degree to which dynamics of a brain can be reduced to mathematical formulations. Mathematical formulations in neuroscience are of five sorts: (i) Exact descriptions of well understood dynamic processes, like the Hodgkin-- Huxley theory of the nerve impulse. (ii) Metaphorical descriptions of more complex phenomena, like the stationary states of a Hopfield model. (iii) Information theory for dealing with the storage and transmission of data. (iv) Logical calculus (Boolean algebra) for the analysis of information processing systems. (v) Number theory for counting large numbers of possibilities. (vi) Statistical tools for organizing and evaluating data.
Book Info
Univ. of Arizona, Tucson. Provides readers with insight into complex relationships between the physics and biology of the human brain. Introduces concepts and tools for understanding the behaviors of neurons and neural systems. Presents formulations for the brain's global dynamics and a philosophical summary. Expanded-outline format. Softcover, hardcover not available.
Neuroscience,Alwyn Scott,Springer,0387954023,Anthropology - Physical,Life Sciences - Biology - General,Mathematical models,Neurology - General,Neurosciences,Reference,Science,Science/Mathematics,Sociology,Mathematical modelling,Neurology & clinical neurophysiology,Science / Zoology
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