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  • Conference proceedings
  • © 2008

Advances in Neural Networks

5th International Symposium on Neural networks, ISNN 2008, Beijing, China, September 24-28, 2008, Proceedings, Part I

Editors:

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 5263)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

Conference series link(s): ISNN: International Symposium on Neural Networks

Conference proceedings info: ISNN 2008.

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Table of contents (98 papers)

  1. Front Matter

  2. Computational Neuroscience

    1. Single Trial Evoked Potentials Study during an Emotional Processing Based on Wavelet Transform

      • Ling Zou, Renlai Zhou, Senqi Hu, Jing Zhang, Yansong Li
      Pages 1-10
    2. Robust Speaker Modeling Based on Constrained Nonnegative Tensor Factorization

      • Qiang Wu, Liqing Zhang, Guangchuan Shi
      Pages 11-20
    3. MENN Method Applications for Stock Market Forecasting

      • Guangfeng Jia, Yuehui Chen, Peng Wu
      Pages 30-39
    4. A Feature Extraction Method Based on Wavelet Transform and NMFs

      • Suwen Zhang, Wanyin Deng, Dandan Miao
      Pages 55-62
  3. Cognitive Science

    1. Similarity Measures between Connection Numbers of Set Pair Analysis

      • Junjie Yang, Jianzhong Zhou, Li Liu, Yinghai Li, Zhengjia Wu
      Pages 63-68
    2. The Effect of Task Relevance on Electrophysiological Response to Emotional Stimuli

      • Baolin Liu, Shuai Xin, Zhixing Jin, Xiaorong Gao, Shangkai Gao, Renxin Chu et al.
      Pages 97-106
    3. A Detailed Study on the Modulation of Emotion Processing by Spatial Location

      • Baolin Liu, Shuai Xin, Zhixing Jin, Xiaorong Gao, Shangkai Gao, Renxin Chu et al.
      Pages 107-116

Other Volumes

  1. Advances in Neural Networks - ISNN 2008

About this book

The two volume set LNCS 5263/5264 constitutes the refereed proceedings of the 5th International Symposium on Neural Networks, ISNN 2008, held in Beijing, China in September 2008. The 192 revised papers presented were carefully reviewed and selected from a total of 522 submissions. The papers are organized in topical sections on computational neuroscience; cognitive science; mathematical modeling of neural systems; stability and nonlinear analysis; feedforward and fuzzy neural networks; probabilistic methods; supervised learning; unsupervised learning; support vector machine and kernel methods; hybrid optimisation algorithms; machine learning and data mining; intelligent control and robotics; pattern recognition; audio image processinc and computer vision; fault diagnosis; applications and implementations; applications of neural networks in electronic engineering; cellular neural networks and advanced control with neural networks; nature inspired methods of high-dimensional discrete data analysis; pattern recognition and information processing using neural networks.

Keywords

  • Support Vector Machine
  • algorithms
  • data analysis
  • data mining
  • machine learning
  • modeling
  • pattern recognition
  • unsupervised learning

Editors and Affiliations

  • Department of Computer Science and Technology, Tsinghu University, Beijing, China

    Fuchun Sun

  • Institute TAMS (Technical Aspects of Multimodal Systems), department of Informatics, University of Hamburg, Hamburg, Germany

    Jianwei Zhang

  • Intel China Research Center, 8/F, Peking University, Department of Machine Intelligence, Beijing, China

    Ying Tan

  • Department of Mathematics, Southeast University, Nanjing, China

    Jinde Cao

  • Departamento de Control Automático, CINVESTAV-IPN, A.P. 14-740, México D.F., México

    Wen Yu

Bibliographic Information

Buying options

eBook USD 129.00
Price excludes VAT (Canada)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions