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Neuronal Dynamics

From Single Neurons to Networks and Models of Cognition

E-Book ( PDF mit Adobe DRM )
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Kurzbeschreibung

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.

Details

Titel: Neuronal Dynamics
Autoren/Herausgeber: Wulfram Gerstner, Werner M. Kistler, Richard Naud, Liam Paninski

ISBN/EAN: 9781139990851

Produktform: E-Book
Sprache: Englisch

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