Neural Networks, Volume 84, Pages 1-180, December 2016

1. Model-based reinforcement learning with dimension reduction
Author(s): Voot Tangkaratt, Jun Morimoto, Masashi Sugiyama
Pages: 1-16

2. From free energy to expected energy: Improving energy-based value function approximation in reinforcement learning
Author(s): Stefan Elfwing, Eiji Uchibe, Kenji Doya
Pages: 17-27

3. Piece-wise quadratic approximations of arbitrary error functions for fast and robust machine learning
Author(s): A.N. Gorban, E.M. Mirkes, A. Zinovyev
Pages: 28-38

4. Mean-square exponential input-to-state stability of delayed Cohen–Grossberg neural networks with Markovian switching based on vector Lyapunov functions
Author(s): Zhihong Li, Lei Liu, Quanxin Zhu
Pages: 39-46

5. image state estimation for memristive neural networks with time-varying delays: The discrete-time case
Author(s): Sanbo Ding, Zhanshan Wang, Jidong Wang, Huaguang Zhang
Pages: 47-56

6. Semi-supervised learning for ordinal Kernel Discriminant Analysis
Author(s): M. Pérez-Ortiz, P.A. Gutiérrez, M. Carbonero-Ruz, C. Hervás-Martínez
Pages: 57-66

7. Global synchronization of memristive neural networks subject to random disturbances via distributed pinning control
Author(s): Zhenyuan Guo, Shaofu Yang, Jun Wang
Pages: 67-79

8. Adaptive PID control based on orthogonal endocrine neural networks
Author(s): Miroslav B. Milovanović, Dragan S. Antić, Marko T. Milojković, Saša S. Nikolić, Staniša Lj. Perić, Miodrag D. Spasić
Pages: 80-90

9. Emergence of low noise frustrated states in E/I balanced neural networks
Author(s): I. Recio, J.J. Torres
Pages: 91-101

10. Delay-distribution-dependent image state estimation for delayed neural networks with image-dependent noises and fading channels
Author(s): Li Sheng, Zidong Wang, Engang Tian, Fuad E. Alsaadi
Pages: 102-112

11. A neurodynamic approach to convex optimization problems with general constraint
Author(s): Sitian Qin, Yadong Liu, Xiaoping Xue, Fuqiang Wang
Pages: 113-124

12. Multistability of complex-valued neural networks with discontinuous activation functions
Author(s): Jinling Liang, Weiqiang Gong, Tingwen Huang
Pages: 125-142

13. A Self-Organizing Incremental Neural Network based on local distribution learning
Author(s): Youlu Xing, Xiaofeng Shi, Furao Shen, Ke Zhou, Jinxi Zhao
Pages: 143-160

14. New results on exponential synchronization of memristor-based neural networks with discontinuous neuron activations
Author(s): Abdujelil Abdurahman, Haijun Jiang
Pages: 161-171

15. Coexistence and local image-stability of multiple equilibrium points for memristive neural networks with nonmonotonic piecewise linear activation functions and unbounded time-varying delays
Author(s): Xiaobing Nie, Wei Xing Zheng, Jinde Cao
Pages: 172-180