Connectionists: NEURAL NETWORKS, Dec. 2016

[DeLiang Wang]

Neural Networks - Volume 84, December 2016
http://www.journals.elsevier.com/neural-networks


Emergence of low noise frustrated states in E/I balanced neural networks
I. Recio, J.J. Torres

Model-based reinforcement learning with dimension reduction
Voot Tangkaratt, Jun Morimoto, Masashi Sugiyama

 From free energy to expected energy: Improving energy-based value 
function approximation in reinforcement learning
Stefan Elfwing, Eiji Uchibe, Kenji Doya

Piece-wise quadratic approximations of arbitrary error functions for 
fast and robust machine learning
A.N. Gorban, E.M. Mirkes, A. Zinovyev

Semi-supervised learning for ordinal Kernel Discriminant Analysis
M. Perez-Ortiz, P.A. Gutierrez, M. Carbonero-Ruz, C. Hervas-Martinez

A Self-Organizing Incremental Neural Network based on local distribution 
learning
Youlu Xing, Xiaofeng Shi, Furao Shen, Ke Zhou, Jinxi Zhao

Mean-square exponential input-to-state stability of delayed 
Cohen-Grossberg neural networks with Markovian switching based on vector 
Lyapunov functions
Zhihong Li, Lei Liu, Quanxin Zhu

H_infinity state estimation for memristive neural networks with 
time-varying delays: The discrete-time case
Sanbo Ding, Zhanshan Wang, Jidong Wang, Huaguang Zhang

Global synchronization of memristive neural networks subject to random 
disturbances via distributed pinning control
Zhenyuan Guo, Shaofu Yang, Jun Wang

Delay-distribution-dependent H_infinity state estimation for delayed 
neural networks with (x, v)-dependent noises and fading channels
Li Sheng, Zidong Wang, Engang Tian, Fuad E. Alsaadi

A neurodynamic approach to convex optimization problems with general 
constraint
Sitian Qin, Yadong Liu, Xiaoping Xue, Fuqiang Wang

Multistability of complex-valued neural networks with discontinuous 
activation functions
Jinling Liang, Weiqiang Gong, Tingwen Huang

New results on exponential synchronization of memristor-based neural 
networks with discontinuous neuron activations
Abdujelil Abdurahman, Haijun Jiang

Coexistence and local mu-stability of multiple equilibrium points for 
memristive neural networks with nonmonotonic piecewise linear activation 
functions and unbounded time-varying delays
Xiaobing Nie, Wei Xing Zheng, Jinde Cao

Adaptive PID control based on orthogonal endocrine neural networks
Miroslav B. Milovanovic, Dragan S. Antic, Marko T. Milojkovic, Sasa S. 
Nikolic, Stanisa Lj. Peric, Miodrag D. Spasic