TY  - BOOK
AU  - Gerstner,Wulfram
TI  - Neuronal dynamics: from single neurons to networks and models of cognition 
SN  - 9781107447615 (ebook)
AV  - QP363 .G474 2014
U1  - 612.8 23
PY  - 2014///
CY  - Cambridge
PB  - Cambridge University Press
KW  - Neurobiology
KW  - Neural networks (Neurobiology)
KW  - Cognitive neuroscience
N1  - Title from publisher's bibliographic system (viewed on 05 Oct 2015)
N2  - 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
UR  - https://doi.org/10.1017/CBO9781107447615
ER  -