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Theoretical Neuroscience: Computational and Mathematical Modeling of Neural Systems
 
 

Theoretical Neuroscience: Computational and Mathematical Modeling of Neural Systems (ペーパーバック)

by Peter Dayan (著), L. F. Abbott (著) "Neurons are remarkable among the cells of the body in their ability to propagate signals rapidly over large distances ..." (more)
5.0 out of 5 stars  See all reviews (1 customer review)
List Price: ¥ 4,030(Tax Included)
Price: ¥ 3,894 (Tax Included) & eligible for Free Shipping. Details
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Product Description

内容説明

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.


Book Description

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.
--This text refers to the ハードカバー edition.

Product Details

  • ペーパーバック: 480 pages
  • Publisher: The MIT Press; New edition edition (2005/9/1)
  • Language: 英語, 英語, 英語
  • ISBN-10: 0262541858
  • ISBN-13: 978-0262541855
  • Release Date: 2005/9/1
  • Product Dimensions: 9.9 x 7.9 x 1 inches
  • Average Customer Review: 5.0 out of 5 stars  See all reviews (1 customer review)
  • Amazon.co.jp Sales Rank: #20,806 in 洋書 (See Bestsellers in 洋書)

    Category Ranking:

    #41 in  洋書 > Medical > Medicine > Internal Medicine > Neurology > Neuroscience
    #52 in  洋書 > Computers & Internet > Computer Science > Artificial Intelligence
    #185 in  洋書 > Computers & Internet > Graphic Design

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Neurons are remarkable among the cells of the body in their ability to propagate signals rapidly over large distances. Read the first page
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10 of 10 people found the following review helpful:
5.0 out of 5 stars ええ本や!, 2006/9/21
Neural systemをcomputationalに考える上での基礎的なtextです。
Celluar levelからnetwork levelまでをカバーしている点で非常に良いテキストであるだけでなく、
情報系のテキストで扱われている内容を神経科学にきっちり落とし込んで
説明している点でもこのテキストは非常に良い本だと思います。

細胞レベルに関してもう少しマニアックにやりたい人は
Christof Koch のBiophysics of Computation
Neural codingに関してマニアックにやりたい人は
Fred RiekeのSpikes
あたりを読むのが良いでしょう。
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