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Lecture Notes in Artificial Intelligence Lect.Notes ComputerState-of-the-Art Surveys

Emergent Neural Computational Architectures Based on Neuroscience

Towards Neuroscience-Inspired Computing

Editors: Wermter, Stefan, Austin, Jim, Willshaw, David (Eds.)

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About this book

It is generally understood that the present approachs to computing do not have the performance, flexibility, and reliability of biological information processing systems. Although there is a comprehensive body of knowledge regarding how information processing occurs in the brain and central nervous system this has had little impact on mainstream computing so far. This book presents a broad spectrum of current research into biologically inspired computational systems and thus contributes towards developing new computational approaches based on neuroscience. The 39 revised full papers by leading researchers were carefully selected and reviewed for inclusion in this anthology. Besides an introductory overview by the volume editors, the book offers topical parts on modular organization and robustness, timing and synchronization, and learning and memory storage.

Table of contents (40 chapters)

Table of contents (40 chapters)
  • Towards Novel Neuroscience-Inspired Computing

    Pages 1-19

    Wermter, Stefan (et al.)

  • Images of the Mind: Brain Images and Neural Networks

    Pages 20-38

    Taylor, John G.

  • Stimulus-Independent Data Analysis for fMRI

    Pages 39-52

    Dodel, Silke (et al.)

  • Emergence of Modularity within One Sheet of Neurons: A Model Comparison

    Pages 53-67

    Weber, Cornelius (et al.)

  • Computational Investigation of Hemispheric Specialization and Interactions

    Pages 68-82

    Reggia, James A. (et al.)

Buy this book

eBook $109.00
price for USA in USD
  • ISBN 978-3-540-44597-5
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $139.99
price for USA in USD
  • ISBN 978-3-540-42363-8
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Emergent Neural Computational Architectures Based on Neuroscience
Book Subtitle
Towards Neuroscience-Inspired Computing
Editors
  • Stefan Wermter
  • Jim Austin
  • David Willshaw
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
2036
Copyright
2001
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-44597-5
DOI
10.1007/3-540-44597-8
Softcover ISBN
978-3-540-42363-8
Edition Number
1
Number of Pages
X, 582
Topics

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