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Theoretical Neuroscience
Computational and Mathematical Modeling of Neural Systems
Taschenbuch von Laurence F. Abbott (u. a.)
Sprache: Englisch

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Beschreibung
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.

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.

Über den Autor
Peter Dayan and L. F. Abbott
Details
Empfohlen (von): 18
Erscheinungsjahr: 2005
Genre: Biologie
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: Einband - flex.(Paperback)
ISBN-13: 9780262541855
ISBN-10: 0262541858
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Abbott, Laurence F.
Dayan, Peter
Redaktion: Sejnowski, Terrence J.
Hersteller: MIT Press Ltd
Maße: 255 x 203 x 28 mm
Von/Mit: Laurence F. Abbott (u. a.)
Erscheinungsdatum: 12.08.2005
Gewicht: 0,975 kg
Artikel-ID: 121132117
Über den Autor
Peter Dayan and L. F. Abbott
Details
Empfohlen (von): 18
Erscheinungsjahr: 2005
Genre: Biologie
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
Inhalt: Einband - flex.(Paperback)
ISBN-13: 9780262541855
ISBN-10: 0262541858
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Abbott, Laurence F.
Dayan, Peter
Redaktion: Sejnowski, Terrence J.
Hersteller: MIT Press Ltd
Maße: 255 x 203 x 28 mm
Von/Mit: Laurence F. Abbott (u. a.)
Erscheinungsdatum: 12.08.2005
Gewicht: 0,975 kg
Artikel-ID: 121132117
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