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Book synopsis

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.

Book details

Book category Books in English Computing & information technology Computer science Artificial intelligence

• Full title: Neuronal Dynamics
• Subtitle: From Single Neurons to Networks and Models of Cognition
• Author: Wulfram Gerstner
• Language: English
• Binding: Hardback
• Number of pages: 590
• EAN: 9781107060838
• ISBN: 1107060834
• ID: 02204292
• Publisher: Cambridge University Press
• Weight: 1286 g
• Dimensions: 253 × 181 × 30 mm
• Date of publishing: 24. July 2014

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