Neural Networks Volume 50 Pages 1-182 February 2014

Neural Networks Letters

1. Existence and global exponential stability of periodic solution for high-order discrete-time BAM neural networks 
Pages: 98-109
Author(s): Ancai Zhang, Jianlong Qiu, Jinhua She

2. Cellular computational networks—A scalable architecture for learning the dynamics of large networked systems 
Pages: 120-123
Author(s): Bipul Luitel, Ganesh Kumar Venayagamoorthy

Cognitive Science

3. Supervised orthogonal discriminant subspace projects learning for face recognition  
Pages: 33-46
Author(s): Yu Chen, Xiao-Hong Xu

Learning Systems

4. Direct Kernel Perceptron (DKP): Ultra-fast kernel ELM-based classification with non-iterative closed-form weight calculation 
Pages: 60-71
Author(s): Manuel Fernández-Delgado, Eva Cernadas, Senén Barro, Jorge Ribeiro, José Neves

5. Batch gradient method with smoothing image regularization for training of feedforward neural networks  
Pages: 72-78
Author(s): Wei Wu, Qinwei Fan, Jacek M. Zurada, Jian Wang, Dakun Yang, Yan Liu

6. Compressed classification learning with Markov chain samples 
Pages: 90-97
Author(s): Feilong Cao, Tenghui Dai, Yongquan Zhang, Yuanpeng Tan

7. Semi-supervised learning of class balance under class-prior change by distribution matching  
Pages: 110-119
Author(s): Marthinus Christoffel du Plessis, Masashi Sugiyama

8. Robust support vector machine-trained fuzzy system  
Pages: 154-165
Author(s): Yahya Forghani, Hadi Sadoghi Yazdi

9. Large-scale linear nonparallel support vector machine solver  
Pages: 166-174
Author(s): Yingjie Tian, Yuan Ping

10. Finite time convergent learning law for continuous neural networks  
Pages: 175-182
Author(s): Isaac Chairez
   

Mathematical and Computational Analysis

11. A Bayesian inverse solution using independent component analysis  
Pages: 47-59
Author(s): Jouni Puuronen, Aapo Hyvärinen
   
12. A one-layer recurrent neural network for constrained nonsmooth invex optimization  
Pages: 79-89
Author(s): Guocheng Li, Zheng Yan, Jun Wang
   
13. Pointwise probability reinforcements for robust statistical inference  
Pages: 124-141
Author(s): Benoît Frénay, Michel Verleysen
   
14. A linear recurrent kernel online learning algorithm with sparse updates  
Pages: 142-153
Author(s): Haijin Fan, Qing Song

Engineering and Applications

15. Correcting and combining time series forecasters  
Pages: 1-11
Author(s): Paulo Renato A. Firmino, Paulo S.G. de Mattos Neto, Tiago A.E. Ferreira

16. Hybrid fault diagnosis of nonlinear systems using neural parameter estimators 
Pages: 12-32
Author(s): E. Sobhani-Tehrani, H.A. Talebi, K. Khorasani

Neural Networks Volume 48 Pages 1-208

Neural Networks Letters

1. Is mutual information adequate for feature selection in regression?  
Pages: 1-7
Author(s): Benoît Frénay, Gauthier Doquire, Michel Verleysen
   
2. Neural architecture design based on extreme learning machine  
Pages: 19-24
Author(s): Andrés Bueno-Crespo, Pedro J. García-Laencina, José-Luis Sancho-Gómez
   
3. Comments on the “No-Prop” algorithm  
Pages: 59-60
Author(s): Meng-Hiot Lim

4. Exponential stabilization of delayed recurrent neural networks: A state estimation based approach  
Pages: 153-157
Author(s): He Huang, Tingwen Huang, Xiaoping Chen, Chunjiang Qian

Neuroscience

5. A model of task-specific focal dystonia  
Pages: 25-31
Author(s): Eckart Altenmüller, Dieter Müller

6. Global exponential synchronization of memristor-based recurrent neural networks with time-varying delays  
Pages: 195-203
Author(s): Shiping Wen, Gang Bao, Zhigang Zeng, Yiran Chen, Tingwen Huang
   

Learning Systems

7. An efficient matrix bi-factorization alternative optimization method for low-rank matrix recovery and completion 
Pages: 8-18
Author(s): Yuanyuan Liu, L.C. Jiao, Fanhua Shang, Fei Yin, F. Liu

8. Analysis of programming properties and the row–column generation method for 1-norm support vector machines 
Pages: 32-43
Author(s): Li Zhang, WeiDa Zhou

9. Fully corrective boosting with arbitrary loss and regularization  
Pages: 44-58
Author(s): Chunhua Shen, Hanxi Li, Anton van den Hengel
   
10. Fixed-final-time optimal control of nonlinear systems with terminal constraints  
Pages: 61-71
Author(s): Ali Heydari, S.N. Balakrishnan
   
11. Solving graph data issues using a layered architecture approach with applications to web spam detection
Pages: 78-90
Author(s): Franco Scarselli, Ah Chung Tsoi, Markus Hagenbuchner, Lucia Di Noi
   
12. Fuzzy rough sets, and a granular neural network for unsupervised feature selection 
Pages: 91-108
Author(s): Avatharam Ganivada, Shubhra Sankar Ray, Sankar K. Pal
   
13. Categorization and decision-making in a neurobiologically plausible spiking network using a STDP-like learning rule  
Pages: 109-124
Author(s): Michael Beyeler, Nikil D. Dutt, Jeffrey L. Krichmar
   
14. 1-norm support vector novelty detection and its sparseness  
Pages: 125-132
Author(s): Li Zhang, WeiDa Zhou
   
15. On the construction of the relevance vector machine based on Bayesian Ying-Yang harmony learning  
Pages: 173-179
Author(s): Dansong Cheng, Minh Nhut Nguyen, Junbin Gao, Daming Shi
   

Mathematical and Computational Analysis

16. Multivariate neural network operators with sigmoidal activation functions 
Pages: 72-77
Author(s): Danilo Costarelli, Renato Spigler
   
17. Self-Organizing Hidden Markov Model Map (SOHMMM) 
Pages: 133-147
Author(s): Christos Ferles, Andreas Stafylopatis
   
18. The breaking of a delayed ring neural network contributes to stability: The rule and exceptions 
Pages: 148-152
Author(s): T.N. Khokhlova, M.M. Kipnis
   
19. Global exponential dissipativity and stabilization of memristor-based recurrent neural networks with time-varying delays  
Pages: 158-172
Author(s): Zhenyuan Guo, Jun Wang, Zheng Yan
   
20. Dynamical behaviors for discontinuous and delayed neural networks in the framework of Filippov differential inclusions  
Pages: 180-194
Author(s): Lihong Huang, Zuowei Cai, Lingling Zhang, Lian Duan
   

Letter to the Editor

21. Reply to the Comments on the “No-Prop” algorithm  
Pages: 204
Author(s): Bernard Widrow
   
22. A comment on “ image -stability and image -synchronization for fractional-order neural networks”  
Pages: 207-208
Author(s): Li Kexue, Peng Jigen, Gao Jinghuai
   

Erratum

23. Erratum to “Comments on the ‘No-Prop’ algorithm” [Neural Netw. 48 (2013) 59–60]  
Pages: 205
Author(s): Meng-Hiot Lim
   

Corrigendum

24. Corrigendum to “Noise enhanced clustering and competitive learning algorithms” [Neural Netw. 37 (2013) 132–140]  
Pages: 206
Author(s): Osonde Osoba, Bart Kosko

Neural Networks new articles 25 November - 1 December, 2013

1. Feature selection and multi-kernel learning for sparse representation on a manifold
Jim Jing-Yan Wang, Halima Bensmail, Xin Gao

2. Large-scale linear Nonparallel Support Vector Machine solver
Yingjie Tian, Yuan Ping

3. Neural network for solving convex quadratic bilevel programming problems
Xing He, Chuandong Li, Tingwen Huang, Chaojie Li