Advances in Neural Networks – ISNN 2014

Analysis

1. Front Matter

   Pages 1-1

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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