Theoretical Neuroscience: Computational and Mathematical Modeling of Neural Systems
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Language: English
Published by Mit Pr, 2001
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Seller Inventory # 10L86_23_0262041995
- Title
- Theoretical Neuroscience: Computational and Mathematical Modeling of Neural Systems
- Author
- Dayan, Peter
- Publisher
- Mit Pr
- Publication year
- 2001
- Condition
- new
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 0262041995
- ISBN 13
- 9780262041997
- Series
- Book 2 of 6: Computational Neuroscience
Theoretical neuroscience provides a quantitative basis for describing what nervous systems do, determining how they function, and uncovering the general principles by which they operate. This text introduces the basic mathematical and computational methods of theoretical neuroscience and presents applications in a variety of areas including vision, sensory-motor integration, development, learning, and memory.
The book is divided into three parts. Part I discusses the relationship between sensory stimuli and neural responses, focusing on the representation of information by the spiking activity of neurons. Part II discusses the modeling of neurons and neural circuits on the basis of cellular and synaptic biophysics. Part III analyzes the role of plasticity in development and learning. An appendix covers the mathematical methods used, and exercises are available on the book's Web site.
The book is divided into three parts. Part I discusses the relationship between sensory stimuli and neural responses, focusing on the representation of information by the spiking activity of neurons. Part II discusses the modeling of neurons and neural circuits on the basis of cellular and synaptic biophysics. Part III analyzes the role of plasticity in development and learning. An appendix covers the mathematical methods used, and exercises are available on the book's Web site.
"Synopsis" may belong to another edition of this title.
About the Author
Peter Dayan is on the faculty of the Gatsby Computational Neuroscience Unit at University College London.
"About the title" may belong to another edition of this title.
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