Neuronal dynamics : from single neurons to networks and models of cognition /
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 neuroscienc...
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| Main Author: | |
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| Format: | eBook |
| Language: | English |
| Published: |
Cambridge :
Cambridge University Press,
2014.
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| Subjects: | |
| Online Access: | CONNECT CONNECT |
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| 100 | 1 | |a Gerstner, Wulfram, |e author. | |
| 245 | 1 | 0 | |a Neuronal dynamics : |b from single neurons to networks and models of cognition / |c Wulfram Gerstner [and three others]. |
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| 500 | |a Title from publisher's bibliographic system (viewed on 05 Oct 2015). | ||
| 520 | |a 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. | ||
| 650 | 0 | |a Neurobiology. | |
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| 650 | 0 | |a Cognitive neuroscience. | |
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