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Neural Networks, Volume 84
Volume 84, December 2016
- Voot Tangkaratt, Jun Morimoto, Masashi Sugiyama
:
Model-based reinforcement learning with dimension reduction. 1-16 - Stefan Elfwing, Eiji Uchibe
From free energy to expected energy: Improving energy-based value function approximation in reinforcement learning. 17-27 - Alexander N. Gorban
Piece-wise quadratic approximations of arbitrary error functions for fast and robust machine learning. 28-38
- Zhihong Li, Lei Liu
Mean-square exponential input-to-state stability of delayed Cohen-Grossberg neural networks with Markovian switching based on vector Lyapunov functions. 39-46 - Sanbo Ding
H∞ state estimation for memristive neural networks with time-varying delays: The discrete-time case. 47-56
- M. Pérez-Ortiz
Semi-supervised learning for ordinal Kernel Discriminant Analysis. 57-66
- Zhenyuan Guo, Shaofu Yang
Global synchronization of memristive neural networks subject to random disturbances via distributed pinning control. 67-79
- Miroslav B. Milovanovic
Adaptive PID control based on orthogonal endocrine neural networks. 80-90
- Ibon Recio, Joaquín J. Torres
Emergence of low noise frustrated states in E/I balanced neural networks. 91-101
- Li Sheng, Zidong Wang
Delay-distribution-dependent H∞ state estimation for delayed neural networks with (x, v)-dependent noises and fading channels. 102-112 - Sitian Qin
A neurodynamic approach to convex optimization problems with general constraint. 113-124 - Jinling Liang, Weiqiang Gong, Tingwen Huang
Multistability of complex-valued neural networks with discontinuous activation functions. 125-142
- Youlu Xing, Xiaofeng Shi, Furao Shen, Ke Zhou, Jinxi Zhao:
A Self-Organizing Incremental Neural Network based on local distribution learning. 143-160
- Abdujelil Abdurahman
New results on exponential synchronization of memristor-based neural networks with discontinuous neuron activations. 161-171 - Xiaobing Nie, Wei Xing Zheng, Jinde Cao:
Coexistence and local μ-stability of multiple equilibrium points for memristive neural networks with nonmonotonic piecewise linear activation functions and unbounded time-varying delays. 172-180
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