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中图分类法:
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R338 版次： |
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著者:
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Izhikevich, Eugene M. |
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题名:
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Dynamical systems in neuroscience : [ the geometry of excitability and bursting /] / , |
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版次:
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1st MIT Press Papaerback ed. |
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出版发行:
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出版地： Cambridge, Mass. ; 出版社： MIT Press, 出版日期： 2010. |
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载体形态:
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xvi, 441 p. : ill. ; 27 cm. |
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附注:
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Originally published: 2007. |
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内容提要:
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In order to model neuronal behavior or to interpret the results of modeling studies, neuroscientists must call upon methods of nonlinear dynamics. This book offers an introduction to nonlinear dynamical systems theory for researchers and graduate students in neuroscience. It also provides an overview of neuroscience for mathematicians who want to learn the basic facts of electrophysiology. "Dynamical Systems in Neuroscience" presents a systematic study of the relationship of electrophysiology, nonlinear dynamics, and computational properties of neurons. It emphasizes that information processing in the brain depends not only on the electrophysiological properties of neurons but also on their dynamical properties. The book introduces dynamical systems, starting with one- and two-dimensional Hodgkin-Huxley-type models and continuing to a description of bursting systems. Each chapter proceeds from the simple to the complex, and provides sample problems at the end. The book explains all necessary mathematic |