Neuronal Dynamics

From Single Neurons to Networks and Models of Cognition

Nonfiction, Health & Well Being, Medical, Science & Nature, Science, Computers
Cover of the book Neuronal Dynamics by Wulfram Gerstner, Werner M. Kistler, Richard Naud, Liam Paninski, Cambridge University Press
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Author: Wulfram Gerstner, Werner M. Kistler, Richard Naud, Liam Paninski ISBN: 9781139986236
Publisher: Cambridge University Press Publication: July 24, 2014
Imprint: Cambridge University Press Language: English
Author: Wulfram Gerstner, Werner M. Kistler, Richard Naud, Liam Paninski
ISBN: 9781139986236
Publisher: Cambridge University Press
Publication: July 24, 2014
Imprint: Cambridge University Press
Language: English

What happens in our brain when we make a decision? What triggers a neuron to send out a signal? What is the neural code? This textbook for advanced undergraduate and beginning graduate students provides a thorough and up-to-date introduction to the fields of computational and theoretical neuroscience. It covers classical topics, including the Hodgkin–Huxley equations and Hopfield model, as well as modern developments in the field such as generalized linear models and decision theory. Concepts are introduced using clear step-by-step explanations suitable for readers with only a basic knowledge of differential equations and probabilities, and are richly illustrated by figures and worked-out examples. End-of-chapter summaries and classroom-tested exercises make the book ideal for courses or for self-study. The authors also give pointers to the literature and an extensive bibliography, which will prove invaluable to readers interested in further study.

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What happens in our brain when we make a decision? What triggers a neuron to send out a signal? What is the neural code? This textbook for advanced undergraduate and beginning graduate students provides a thorough and up-to-date introduction to the fields of computational and theoretical neuroscience. It covers classical topics, including the Hodgkin–Huxley equations and Hopfield model, as well as modern developments in the field such as generalized linear models and decision theory. Concepts are introduced using clear step-by-step explanations suitable for readers with only a basic knowledge of differential equations and probabilities, and are richly illustrated by figures and worked-out examples. End-of-chapter summaries and classroom-tested exercises make the book ideal for courses or for self-study. The authors also give pointers to the literature and an extensive bibliography, which will prove invaluable to readers interested in further study.

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