Dynamical Systems in Neuroscience 2024 pdf epub mobi 電子書 下載


Dynamical Systems in Neuroscience

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This book explains the relationship of electrophysiology, nonlinear dynamics, and the computational properties of neurons, with each concept presented in terms of both neuroscience and mathematics and illustrated using geometrical intuition. 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 mathematical concepts using geometrical intuition; it includes many figures and few equations, making it especially suitable for non-mathematicians. Each concept is presented in terms of both neuroscience and mathematics, providing a link between the two disciplines. Nonlinear dynamical systems theory is at the core of computational neuroscience research, but it is not a standard part of the graduate neuroscience curriculum - or taught by math or physics department in a way that is suitable for students of biology. This book offers neuroscience students and researchers a comprehensive account of concepts and methods increasingly used in computational neuroscience.

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Dynamical Systems in Neuroscience 2024 pdf epub mobi 電子書 下載

Dynamical Systems in Neuroscience 2024 pdf epub mobi 電子書 下載

Dynamical Systems in Neuroscience 2024 pdf epub mobi 電子書 下載



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出版者:The MIT Press
作者:Eugene M. Izhikevich
出品人:
頁數:457
譯者:
出版時間:2006-11-1
價格:USD 62.00
裝幀:Hardcover
isbn號碼:9780262090438
叢書系列:

圖書標籤: neuroscience  神經科學  熱力學和統計物理  數學  勇敢新世界  動力係統   


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