Advances in Neural Networks – ISNN 2012

1. Mathematical Modeling

   1. Data-Based Modeling and Monitoring for Multimode Processes Using Local Tangent Space Alignment

      • Yingwei Zhang, Hailong Zhang

      Pages 169-178

   2. Modeling Rate-Dependent and Thermal-Drift Hysteresis through Preisach Model and Neural Network Optimization Approach

      • Shunli Xiao, Yangmin Li

      Pages 179-187

2. Neurodynamics

   1. The Neuron’s Modeling Methods Based on Neurodynamics

      • Xiaoying He, Yueping Peng, Haiqing Gao

      Pages 188-195

   2. Stability Analysis of Multiple Equilibria for Recurrent Neural Networks

      • Yujiao Huang, Huaguang Zhang, Zhanshan Wang, Mo Zhao

      Pages 196-205

   3. Addressing the Local Minima Problem by Output Monitoring and Modification Algorithms

      • Sin-Chun Ng, Chi-Chung Cheung, Andrew kwok-fai Lui, Hau-Ting Tse

      Pages 206-216

   4. Stability Analysis and Hopf-Type Bifurcation of a Fractional Order Hindmarsh-Rose Neuronal Model

      • Min Xiao

      Pages 217-224

   5. Study on Decision Algorithm of Neurons’ Synchronization Based on Neurodynamics

      • Xiaoying He, Yueping Peng

      Pages 225-234

   6. The SMC Approach to Global Synchronization of the Cellular Neural Networks with Multi-delays and Distributed Delays

      • Guoliang Cai, Qin Yao, Xianbin Wu

      Pages 235-245

   7. A Novel Feature Sparsification Method for Kernel-Based Approximate Policy Iteration

      • Zhenhua Huang, Chunming Liu, Xin Xu, Chuanqiang Lian, Jun Wu

      Pages 246-255

   8. Quasi-synchronization of Different Fractional-Order Chaotic Systems with External Perturbations and Its Application

      • Zhen Zhang, Haijun Jiang

      Pages 256-265

   9. Synchronization of Complex Interconnected Neural Networks with Adaptive Coupling

      • Zhanshan Wang, Yongbin Zhao, Shuxian Lun

      Pages 266-273

   10. Quasi-synchronization of Delayed Coupled Networks with Non-identical Discontinuous Nodes

       • Xiaoyang Liu, Wenwu Yu

       Pages 274-284

   11. Hybrid Synchronization of Two Delayed Systems with Uncertain Parameters

       • Zhen Zheng, Manchun Tan, Qunfang Wang

       Pages 285-292

   12. Adaptive Projective Synchronization and Function Projective Synchronization of Chaotic Neural Networks with Delayed and Non-delayed Coupling

       • Guoliang Cai, Hao Ma, Yuxiu Li

       Pages 293-301

   13. Global Asymptotic Synchronization of Coupled Interconnected Recurrent Neural Networks via Pinning Control

       • Zhanshan Wang, Dakai Zhou, Dongsheng Ma, Shuxian Lun

       Pages 302-311

   14. Mean Square Stability of Stochastic Impulsive Genetic Regulatory Networks with Mixed Time-Delays

       • Zhanheng Chen, Haijun Jiang

       Pages 312-321

   15. Mesh Exponential Stability of Look-Ahead Vehicle Following System with Time Delays

       • Qiankun Song, Jiye Zhang

       Pages 322-327

   16. Global Dissipativity of Neural Networks with Time-Varying Delay and Leakage Delay

       • Zhenjiang Zhao, Qiankun Song

       Pages 328-335

   17. Novel Results on Mesh Stability for a Class of Vehicle Following System with Time Delays

       • Qiankun Song, Jiye Zhang

       Pages 336-342

   18. Robust Stability Analysis of Fuzzy Cohen-Grossberg Neural Networks with Mixed Time-Varying Delay

       • Yougang Wang, Deyou Liu

       Pages 343-351

The two-volume set LNCS 7367 and 7368 constitutes the refereed proceedings of the 9th International Symposium on Neural Networks, ISNN 2012, held in Shenyang, China, in July 2012. The 147 revised full papers presented were carefully reviewed and selected from numerous submissions. The contributions are structured in topical sections on mathematical modeling; neurodynamics; cognitive neuroscience; learning algorithms; optimization; pattern recognition; vision; image processing; information processing; neurocontrol; and novel applications.

• algorithms
• extreme learning machines
• feature selection
• fuzzy neural networks
• machine learning
• algorithm analysis and problem complexity

• Department of Mechanical & Automation Engineering, The Chinese University of Hong Kong, Shatin, Hong Kong

  Jun Wang

• School of Electrical and Computer Engineering, Oklahoma State University, Stillwater, USA

  Gary G. Yen

• Department of Electrical and Computer Engineering, University of Cyprus, Nicosia, Cyprus

  Marios M. Polycarpou

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