Connectionists: NEURAL NETWORKS, Oct. 2015

[DeLiang Wang]

Neural Networks - Volume 70, Oct. 2015
http://www.journals.elsevier.com/neural-networks


Non-parametric temporal modeling of the hemodynamic response function 
via a liquid state machine
Paolo Avesani, Hananel Hazan, Ester Koilis, Larry M. Manevitz, Diego Sona

Discriminative clustering via extreme learning machine
Gao Huang, Tianchi Liu, Yan Yang, Zhiping Lin, Shiji Song, Cheng Wu

Real-time, adaptive machine learning for non-stationary, near chaotic 
gasoline engine combustion time series
Adam Vaughan, Stanislav V. Bohac

Near-Bayesian Support Vector Machines for imbalanced data classification 
with equal or unequal misclassification costs
Shounak Datta, Swagatam Das

Maximum margin semi-supervised learning with irrelevant data
Haiqin Yang, Kaizhu Huang, Irwin King, Michael R. Lyu

Realization problem of multi-layer cellular neural networks
Jung-Chao Ban, Chih-Hung Chang

Impulsive synchronization of Markovian jumping randomly coupled neural 
networks with partly unknown transition probabilities via multiple 
integral approach
A. Chandrasekar, R. Rakkiyappan, Jinde Cao

Robustness analysis of uncertain dynamical neural networks with multiple 
time delays
Sibel Senan

Finite time stabilization of delayed neural networks
Leimin Wang, Yi Shen, Zhixia Ding

Matrix measure method for global exponential stability of complex-valued 
recurrent neural networks with time-varying delays
Weiqiang Gong, Jinling Liang, Jinde Cao