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  • © 2007

Networks: From Biology to Theory

  • The first book in this rapidly evolving area, covering mathematical theory and applications of mathematical theory to biology

  • A true interdisciplinary book with contributors from biology, computer science, physics and mathematics

  • Contributors are leading experts in their own fields, but with a common interest

  • Serves as a foundation to artificial intelligence (neuroinformatics)

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Table of contents (14 chapters)

  1. Front Matter

    Pages I-XXV
  2. Theory

    1. Front Matter

      Pages I-XXV
    2. The Category of X-Nets

      • Andreas Dress
      Pages 3-22
    3. Networks with Delays

      • Fatihcan M. Atay
      Pages 23-33
    4. Dynamical Networks

      • Jürgen Jost
      Pages 35-62
  3. Applications in Neuroscience

    1. Front Matter

      Pages I-XXV
    2. Neuronal Model of Decision Making

      • Benoit Gaillard, Jianfeng Feng, Hilary Buxton
      Pages 109-128
    3. Physiology and Related Models of Associative Visual Processing

      • Reinhard Eckhorn, Alexander Gail, Basim Al-Shaikhli, Andreas Bruns, Andreas Gabriel, Mirko Saam
      Pages 143-162
    4. Gestalt Formation in a Competitive Layered Neural Architecture

      • Helge Ritter, Sebastian Weng, Jörg Ontrup, Jochen Steil
      Pages 163-185
  4. Applications in Bioinformatics

    1. Front Matter

      Pages I-XXV
    2. Regulatory Signals in Genomic Sequences

      • Sonja J. Prohaska, Axel Mosig, Peter F. Stadler
      Pages 189-216
    3. Dynamic Properties of Cell-Cycle and Life-Cycle Networks in Budding Yeast

      • Fangting Li, Ying Lu, Tao Long, Qi Ouyang, Chao Tang
      Pages 217-227
    4. Understanding Protein-Protein Interactions: From Domain Level to Motif Level

      • Huan Yu, Minping Qian, Minghua Deng
      Pages 229-247
    5. An Efficient Algorithm for Deciphering Regulatory Motifs

      • Xiucheng Feng, Lin Wan, Minghua Deng, Fengzhu Sun, Minping Qian
      Pages 249-269
    6. The Stochastic Model and Metastability of the Gene Network

      • Yuping Zhang, Minping Qian
      Pages 271-290
  5. Back Matter

    Pages 309-313

About this book

After over a century of research, we still do not understand the principle by which a stimulus, such as an odour or a sound, is represented by distributed neural ensembles within the brain; by which an individual is developed by the control of gene networks. While past studies have made detailed analysis of response profiles of single cells and the properties of a single gene in isolation, such techniques and approaches cannot easily address holistic issues of how large ensembles of neurons and genes can integrate information both spatially and temporally. There is little doubt that much of the info processing power of the brain or a gene network resides in the activities of co-operating and competing networks of neurons and genes and that if we unlock the principles whereby info is encoded and processed within these networks as a whole, rather than within single neurones or genes in isolation, we may be able to understand how the brain or gene network works. Our book will contribute to the development of such a study.

Editors and Affiliations

  • Computer Science Department, Warwick University, Coventry, UK

    Jianfeng Feng

  • Max Planck Institute for Mathematics in the Sciences, Leipzig, Germany

    Jürgen Jost

  • Centre for Theoretical Biology, Peking University, Beijing, PR China

    Minping Qian

About the editors

Many invited speakers are quite senior people in the area. For example, Prof. Ritter and Prof. Jost won the Lebnitz Prize in Germany, which is the highest prize in Germany. There are many senior people from China as well and the invited speakers are from Qinhua, Peking, Fudan etc. University, covering almost all leading universities in China. Prof. Zhang, from Cold Spring USA (arguably the best institute in biology in the world), is the leading biologist working in the area.

Bibliographic Information

  • Book Title: Networks: From Biology to Theory

  • Editors: Jianfeng Feng, Jürgen Jost, Minping Qian

  • DOI: https://doi.org/10.1007/978-1-84628-780-0

  • Publisher: Springer London

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer-Verlag London 2007

  • Hardcover ISBN: 978-1-84628-485-4Published: 18 April 2007

  • Softcover ISBN: 978-1-84996-609-2Published: 13 October 2010

  • eBook ISBN: 978-1-84628-780-0Published: 04 September 2007

  • Edition Number: 1

  • Number of Pages: XXVI, 318

  • Number of Illustrations: 89 b/w illustrations

  • Topics: Computer Communication Networks, Computational Biology/Bioinformatics, Bioinformatics

Buy it now

Buying options

eBook USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access