Connectionists: NEURAL NETWORKS, February 2014

[DeLiang Wang]

Neural Networks - Volume 50, February 2014
http://www.journals.elsevier.com/neural-networks


LETTERS

Existence and global exponential stability of periodic solution for 
high-order discrete-time BAM neural networks
Ancai Zhang, Jianlong Qiu, Jinhua She

Cellular computational networks—A scalable architecture for learning the 
dynamics of large networked systems
Bipul Luitel, Ganesh Kumar Venayagamoorthy


ARTICLES

Supervised orthogonal discriminant subspace projects learning for face 
recognition
Yu Chen, Xiao-Hong Xu

Direct Kernel Perceptron (DKP): Ultra-fast kernel ELM-based 
classification with non-iterative closed-form weight calculation
Manuel Fernández-Delgado, Eva Cernadas, Senén Barro, Jorge Ribeiro, José 
Neves

Batch gradient method with smoothing regularization for training of 
feedforward neural networks
Wei Wu, Qinwei Fan, Jacek M. Zurada, Jian Wang, Dakun Yang, Yan Liu

Compressed classification learning with Markov chain samples
Feilong Cao, Tenghui Dai, Yongquan Zhang, Yuanpeng Tan

Semi-supervised learning of class balance under class-prior change by 
distribution matching
Marthinus Christoffel du Plessis, Masashi Sugiyama

Robust support vector machine-trained fuzzy system
Yahya Forghani, Hadi Sadoghi Yazdi

Large-scale linear nonparallel support vector machine solver
Yingjie Tian, Yuan Ping

Finite time convergent learning law for continuous neural networks
Isaac Chairez

A Bayesian inverse solution using independent component analysis
Jouni Puuronen, Aapo Hyvärinen

A one-layer recurrent neural network for constrained nonsmooth invex 
optimization
Guocheng Li, Zheng Yan, Jun Wang

Pointwise probability reinforcements for robust statistical inference
Benoît Frénay, Michel Verleysen

A linear recurrent kernel online learning algorithm with sparse updates
Haijin Fan, Qing Song

Correcting and combining time series forecasters
Paulo Renato A. Firmino, Paulo S.G. de Mattos Neto, Tiago A.E. Ferreira

Hybrid fault diagnosis of nonlinear systems using neural parameter 
estimators
E. Sobhani-Tehrani, H.A. Talebi, K. Khorasani