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Advances in Neural Networks – ISNN 2014

11th International Symposium on Neural Networks, ISNN 2014, Hong Kong and Macao, China, November 28 -- December 1, 2014. Proceedings

  • Conference proceedings
  • © 2014

Overview

Editors:
  1. Zhigang Zeng

    1. Wuhan, China

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  2. Yangmin Li

    1. University of Macau, Macau, Macao

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  3. Irwin King

    1. The Chinese University of Hong Kong, Hong Kong, Hong Kong, Hong Kong SAR

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 8866)

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

Included in the following conference series:

Conference proceedings info: ISNN 2014.

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Table of contents (71 papers)

  1. Front Matter

    Pages I-XVI
    Download chapter PDF

  2. Analysis

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. A Less Conservative Guaranteed Cost Stabilization of Time-Varying Delayed CNNs

      • Mei Jiang, Hanlin He, Lu Yan
      Pages 3-11

    3. Existence and Uniqueness of Almost Automorphic Solutions to Cohen-Grossberg Neural Networks with Delays

      • Xianyun Xu, Tian Liang, Fei Wang, Yongqing Yang
      Pages 12-18

    4. A Proof of a Key Formula in the Error-Backpropagation Learning Algorithm for Multiple Spiking Neural Networks

      • Wenyu Yang, Dakun Yang, Yetian Fan
      Pages 19-26

    5. Anti-Synchronization Control for Memristor-Based Recurrent Neural Networks

      • Ning Li, Jinde Cao, Mengzhe Zhou
      Pages 27-34

    6. Adaptive Pinning Synchronization of Coupled Inertial Delayed Neural Networks

      • Jianqiang Hu, Jinde Cao, Quanxin Cheng
      Pages 35-42

    7. The Relationship between Neural Avalanches and Neural Oscillations

      • Yan Liu, Jiawei Chen, Liujun Chen
      Pages 43-50

    8. Reinforcement-Learning-Based Controller Design for Nonaffine Nonlinear Systems

      • Xiong Yang, Derong Liu, Qinglai Wei
      Pages 51-58

    9. Multistability and Multiperiodicity Analysis of Complex-Valued Neural Networks

      • Jin Hu, Jun Wang
      Pages 59-68

    10. Exponential Synchronization of Coupled Stochastic and Switched Neural Networks with Impulsive Effects

      • Yangling Wang, Jinde Cao
      Pages 69-79

    11. The Research of Building Indoor Temperature Prediction Based on Support Vector Machine

      • Wenbiao Wang, Qi Cai, Siyuan Wang
      Pages 80-89

    12. Towards the Computation of a Nash Equilibrium

      • Yu Lu, Ying He
      Pages 90-99

    13. Sensorless PMSM Speed Control Based on NN Adaptive Observer

      • Longhu Quan, Zhanshan Wang, Xiuchong Liu, Mingguo Zheng
      Pages 100-109

    14. Neural-Network-Based Adaptive Fault Estimation for a Class of Interconnected Nonlinear System with Triangular Forms

      • Lei Liu, Zhanshan Wang, Jinhai Liu, Zhenwei Liu
      Pages 110-120

    15. Big Data Matrix Singular Value Decomposition Based on Low-Rank Tensor Train Decomposition

      • Namgil Lee, Andrzej Cichocki
      Pages 121-130

    16. CSP-Based EEG Analysis on Dissociated Brain Organization for Single-Digit Addition and Multiplication

      • Lihan Wang, John Q. Gan, Haixian Wang
      Pages 131-139

    17. Lazy Fully Probabilistic Design of Decision Strategies

      • Miroslav Kárný, Karel Macek, Tatiana V. Guy
      Pages 140-149

    18. Memristive Radial Basis Function Neural Network for Parameters Adjustment of PID Controller

      • Xiaojuan Li, Shukai Duan, Lidan Wang, Tingwen Huang, Yiran Chen
      Pages 150-158

    19. Finite-Time Stability of Switched Static Neural Networks

      • Yuanyuan Wu, Jinde Cao
      Pages 159-166
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  1. Advances in Neural Networks – ISNN 2014

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About this book

The volume LNCS 8866 constitutes the refereed proceedings of the 11th International Symposium on Neural Networks, ISNN 2014, held in Hong Kong and Macao, China on November/ December 2014. The 71 revised full papers presented were carefully reviewed and selected from 119 submissions. These papers cover all major topics of the theoretical research, empirical study and applications of neural networks research as follows. The focus is on following topics such as analysis, modeling, and applications.

Editors and Affiliations

  • Wuhan, China

    Zhigang Zeng

  • University of Macau, Macau, Macao

    Yangmin Li

  • The Chinese University of Hong Kong, Hong Kong, Hong Kong, Hong Kong SAR

    Irwin King

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