Neurocomputing, Volume 74

Volume 74, Numbers 1-3, December 2010

Special Issue: Artificial Brains

• 
  Hugo de Garis, Ben Goertzel:
  Guest Editorial: Special issue on artificial brains. 1-2
• 
  Hugo de Garis, Shuo Chen, Ben Goertzel, Ruiting Lian:
  A world survey of artificial brain projects, Part I: Large-scale brain simulations. 3-29
• 
  Ben Goertzel, Ruiting Lian, Itamar Arel, Hugo de Garis, Shuo Chen:
  A world survey of artificial brain projects, Part II: Biologically inspired cognitive architectures. 30-49
• 
  John G. Taylor:
  On artificial brains. 50-56
• 
  Henning P. Henningsen:
  How the NETofANs-model explains representation, intentionality, and much of the process that generates the contents of awareness. 57-75
• 
  Emma Byrne, Christian R. Huyck:
  Processing with cell assemblies. 76-83
• 
  Ben Goertzel, Joel Pitt, Matthew Iklé, Cassio Pennachin, Liu Rui:
  Glocal memory: A critical design principle for artificial brains and minds. 84-94
• 
  Ruiting Lian, Ben Goertzel, Rui Liu, Michael Ross, Murilo Saraiva de Queiroz, Linas Vepstas:
  Sentence generation for artificial brains: A glocal similarity-matching approach. 95-103
• 
  Alexander Borzenko:
  A neural mechanism for human language processing. 104-112
• 
  Min Jiang, Changle Zhou, Shuo Chen:
  Embodied concept formation and reasoning via neural-symbolic integration. 113-120
• 
  Knud Thomsen:
  The Ouroboros Model in the light of venerable criteria. 121-128
• 
  Jindong Liu, David Pérez-González, Adrian Rees, Harry R. Erwin, Stefan Wermter:
  A biologically inspired spiking neural network model of the auditory midbrain for sound source localisation. 129-139
• 
  Vlad Wojcik, Pascal Comte:
  Algorithms for speedy visual recognition and classification of patterns formed on rectangular imaging sensors. 140-154

Regular Papers

• 
  Guang-Bin Huang, Xiaojian Ding, Hongming Zhou:
  Optimization method based extreme learning machine for classification. 155-163
• 
  Wai Kit Wong, Chu Kiong Loo, Way-Soong Lim, Poi Ngee Tan:
  Thermal condition monitoring system using log-polar mapping, quaternion correlation and max-product fuzzy neural network classification. 164-177
• 
  Nahla H. Barakat, Andrew P. Bradley:
  Rule extraction from support vector machines: A review. 178-190
• 
  Jiao Liu, Yongqing Yang, Zheng Fang:
  A generalized neural network for solving minimax problems with nonsmooth cost functions. 191-196
• 
  Tao Li, Aiguo Song, Shumin Fei:
  Synchronization control for arrays of coupled discrete-time delayed Cohen-Grossberg neural networks. 197-204
• 
  Denny Joseph, Garipelli Gangadhar, V. Srinivasa Chakravarthy:
  ACE (Actor-Critic-Explorer) paradigm for reinforcement learning in basal ganglia: Highlighting the role of subthalamic and pallidal nuclei. 205-218
• 
  Georg Hinselmann, Nikolas Fechner, Andreas Jahn, Matthias Eckert, Andreas Zell:
  Graph kernels for chemical compounds using topological and three-dimensional local atom pair environments. 219-229
• 
  H. Y. Li, Y. K. Wong, Wai-Lok Chan, Kai Ming Tsang:
  Synchronization of Ghostburster neurons under external electrical stimulation via adaptive neural network H_∞ control. 230-238
• 
  Janardan Misra, Indranil Saha:
  Artificial neural networks in hardware: A survey of two decades of progress. 239-255
• 
  Zidong Wang, Yurong Liu, Xiaohui Liu, Yong Shi:
  Robust state estimation for discrete-time stochastic neural networks with probabilistic measurement delays. 256-264
• 
  Chuan-Ke Zhang, Yong He, Min Wu:
  Exponential synchronization of neural networks with time-varying mixed delays and sampled-data. 265-273
• 
  Chunhua Feng, Christian O'Reilly, Réjean Plamondon:
  Permanent oscillations in a 3-node recurrent neural network model. 274-283
• 
  Magdi Sadek Mahmoud, Yuanqing Xia:
  LMI-based exponential stability criterion for bidirectional associative memory neural networks. 284-290
• 
  David C. Hendry, Roberta Cambio:
  Techniques for power reduction in an SIMD implementation of the VQ/SOM algorithms. 291-300
• 
  Bo Yang, Songcan Chen:
  Sample-dependent graph construction with application to dimensionality reduction. 301-314
• 
  Jeen-Shing Wang, Yu-Liang Hsu:
  An MDL-based Hammerstein recurrent neural network for control applications. 315-327
• 
  Witali L. Dunin-Barkowski, Andrew T. Lovering, John M. Orem, David M. Baekey, Thomas E. Dick, Ilya A. Rybak, Kendall Francis Morris, Russell O'Connor, Sarah C. Nuding, Roger Shannon, Bruce G. Lindsey:
  L-plotting - A method for visual analysis of physiological experimental and modeling multi-component data. 328-336
• 
  Yufa Yuan, Xiaolin Li:
  New results for global robust asymptotic stability of BAM neural networks with time-varying delays. 337-342
• 
  Marcos Eduardo Valle:
  Sparsely connected autoassociative fuzzy implicative memories and their application for the reconstruction of large gray-scale images. 343-353
• 
  Xiaoyu Wang, Yong Huang, Nhan T. Nguyen:
  Robustness quantification of recurrent neural network using unscented transform. 354-361
• 
  Qiang Meng, Haijun Jiang:
  Robust stochastic stability analysis of Markovian switching genetic regulatory networks with discrete and distributed delays. 362-368
• 
  Shaocheng Tong, Yongming Li:
  Observer-based fuzzy adaptive robust control of nonlinear systems with time delays and unmodeled dynamics. 369-378
• 
  Erich Fuchs, Thiemo Gruber, Helmuth Pree, Bernhard Sick:
  Temporal data mining using shape space representations of time series. 379-393
• 
  Dongli Wang, Jianguo Zheng, Yan Zhou, Jianxun Li:
  A scalable support vector machine for distributed classification in ad hoc sensor networks. 394-400
• 
  Maciej Lawrynczuk:
  Computationally efficient nonlinear predictive control based on neural Wiener models. 401-417
• 
  Óscar Martínez Mozos, Jose Angel Bolea, José Manuel Ferrández, Peter K. Ahnelt, Eduardo Fernández:
  V-Proportion: A method based on the Voronoi diagram to study spatial relations in neuronal mosaics of the retina. 418-427
• 
  Jing Wen, Xinbo Gao, Xuelong Li, Dacheng Tao, Jie Li:
  Incremental pairwise discriminant analysis based visual tracking. 428-438
• 
  Pagavathigounder Balasubramaniam, M. Syed Ali:
  Robust stability of uncertain fuzzy cellular neural networks with time-varying delays and reaction diffusion terms. 439-446
• 
  Wanyu Deng, Qinghua Zheng, Shiguo Lian, Lin Chen, Xin Wang:
  Ordinal extreme learning machine. 447-456
• 
  Feilong Cao, Shaobo Lin, Zongben Xu:
  Approximation capability of interpolation neural networks. 457-460
• 
  Hanqiang Liu, Licheng Jiao, Feng Zhao:
  Non-local spatial spectral clustering for image segmentation. 461-471

Letters

• 
  Qing Zhu, Tianping Zhang, Shumin Fei:
  Adaptive tracking control for input delayed MIMO nonlinear systems. 472-480
• 
  Lei Yu, Shumin Fei, Fei Long, Maoqing Zhang, Jiangbo Yu:
  Multilayer neural networks-based direct adaptive control for switched nonlinear systems. 481-486
• 
  Wankou Yang, Changyin Sun, Lei Zhang, Karl Ricanek:
  Laplacian bidirectional PCA for face recognition. 487-493
• 
  André L. V. Coelho, Everlândio Fernandes, Katti Faceli:
  Inducing multi-objective clustering ensembles with genetic programming. 494-498

Volume 74, Number 4, January 2011

Regular Papers

• 
  Yih-Guang Leu, Chun-Yao Chen:
  B-spline backstepping control with derivative matrix estimation and its applications. 499-508
• 
  Fang Yu, Haijun Jiang:
  Global exponential synchronization of fuzzy cellular neural networks with delays and reaction-diffusion terms. 509-515
• 
  Yongquan Zhang, Feilong Cao, Zongben Xu:
  Estimation of learning rate of least square algorithm via Jackson operator. 516-521
• 
  Banchar Arnonkijpanich, Alexander Hasenfuss, Barbara Hammer:
  Local matrix adaptation in topographic neural maps. 522-539
• 
  Xinbo Gao, Zhenxing Niu, Dacheng Tao, Xuelong Li:
  Non-goal scene analysis for soccer video. 540-548
• 
  Hung-Ching Lu, Chih-Ying Chuang:
  Robust parametric CMAC with self-generating design for uncertain nonlinear systems. 549-562
• 
  Hongyong Zhao, Qi Zhang:
  Global impulsive exponential anti-synchronization of delayed chaotic neural networks. 563-567
• 
  Li Zhang, Weida Zhou, Pei-Chann Chang:
  Generalized nonlinear discriminant analysis and its small sample size problems. 568-574
• 
  Baochang Zhang, Yongsheng Gao, Hong Zheng:
  Local Kernel Feature Analysis (LKFA) for object recognition. 575-579
• 
  Qiaolin Ye, Chunxia Zhao, Ning Ye, Xiaobo Chen:
  Localized twin SVM via convex minimization. 580-587
• 
  Xuemin Tian, Gongquan Chen, Sheng Chen:
  A data-based approach for multivariate model predictive control performance monitoring. 588-597
• 
  Guoxian Yu, Hong Peng, Jia Wei, Qianli Ma:
  Enhanced locality preserving projections using robust path based similarity. 598-605
• 
  He Huang, Gang Feng, Jinde Cao:
  Guaranteed performance state estimation of static neural networks with time-varying delay. 606-616
• 
  Somayeh Raiesdana, Seyed Mohammad P. Firoozabadi, S. Mohammad Hashemi Goplayegani:
  An evolutionary network model of epileptic phenomena. 617-628
• 
  Zhihui Lai, Minghua Wan, Zhong Jin, Jian Yang:
  Sparse two-dimensional local discriminant projections for feature extraction. 629-637
• 
  Qi Luo, Zhigang Zeng, Xiaoxin Liao:
  Global exponential stability in Lagrange sense for neutral type recurrent neural networks. 638-645

Letters

• 
  Bumhwi Kim, Sang-Woo Ban, Minho Lee:
  Growing fuzzy topology adaptive resonance theory models with a push-pull learning algorithm. 646-655
• 
  Qinghua Hu, Pengfei Zhu, Yongbin Yang, Daren Yu:
  Large-margin nearest neighbor classifiers via sample weight learning. 656-660

Volume 74, Number 5, February 2011

Regular Papers

• 
  Xiaoqiang Lu, Yi Sun, Yuan Yuan:
  Image reconstruction by an alternating minimisation. 661-670
• 
  Jan Faigl, Miroslav Kulich, Vojtech Vonásek, Libor Preucil:
  An application of the self-organizing map in the non-Euclidean Traveling Salesman Problem. 671-679
• 
  Yuichi Shiraishi, Kenji Fukumizu:
  Statistical approaches to combining binary classifiers for multi-class classification. 680-688
• 
  Changjin Xu, Xianhua Tang, Maoxin Liao:
  Stability and bifurcation analysis of a six-neuron BAM neural network model with discrete delays. 689-707
• 
  Chia-Te Liao, Shang-Hong Lai:
  A novel robust kernel for visual learning problems. 708-719
• 
  Haibo Gu:
  Mean square exponential stability in high-order stochastic impulsive BAM neural networks with time-varying delays. 720-729
• 
  Hong-Bing Zeng, Yong He, Min Wu, Shen-Ping Xiao:
  Passivity analysis for neural networks with a time-varying delay. 730-734
• 
  Jiubao Li, Xinggao Liu:
  Melt index prediction by RBF neural network optimized with an MPSO-SA hybrid algorithm. 735-740
• 
  Hui Yan, Jian Yang, Jingyu Yang:
  Bimode model for face recognition and face representation. 741-748
• 
  Hongmei Shao, Gaofeng Zheng:
  Convergence analysis of a back-propagation algorithm with adaptive momentum. 749-752
• 
  Joni Pajarinen, Jaakko Peltonen, Mikko A. Uusitalo:
  Fault tolerant machine learning for nanoscale cognitive radio. 753-764
• 
  Hongmei Shao, Gaofeng Zheng:
  Boundedness and convergence of online gradient method with penalty and momentum. 765-770
• 
  Guoqi Li, Changyun Wen, Guang-Bin Huang, Yan Chen:
  Error tolerance based support vector machine for regression. 771-782
• 
  Ming-Feng Yeh, Min-Shyang Leu:
  ART-type CMAC network classifier. 783-791
• 
  He Huang, Gang Feng:
  State estimation of recurrent neural networks with time-varying delay: A novel delay partition approach. 792-796
• 
  Hao Sun, Cheng Wang, Boliang Wang, Naser El-Sheimy:
  Pyramid binary pattern features for real-time pedestrian detection from infrared videos. 797-804
• 
  Nan Li, Yulian Zhang, Jiawen Hu, Zhenyu Nie:
  Synchronization for general complex dynamical networks with sampled-data. 805-811
• 
  Feng Pan, Jiandong Wang, Xiaohui Lin:
  Local margin based semi-supervised discriminant embedding for visual recognition. 812-819
• 
  Ana R. Teixeira, Ana Maria Tomé, Elmar Wolfgang Lang:
  Unsupervised feature extraction via kernel subspace techniques. 820-830
• 
  Ailong Wu, Zhigang Zeng, Chaojin Fu, Wenwen Shen:
  Global exponential stability in Lagrange sense for periodic neural networks with various activation functions. 831-837
• 
  Qiankun Song:
  Stochastic dissipativity analysis on discrete-time neural networks with time-varying delays. 838-845
• 
  Lulu Li, Jinde Cao:
  Cluster synchronization in an array of coupled stochastic delayed neural networks via pinning control. 846-856
• 
  Tiedong Ma, Jie Fu:
  On the exponential synchronization of stochastic impulsive chaotic delayed neural networks. 857-862
• 
  Sergio Cruces, Andrzej Cichocki:
  Comment on "Blind source separation based on endpoint estimation with applications to the MLSP 2006 data competition". 863-865

Volume 74, Number 6, February 2011

Regular Papers

• 
  Cheolsoo Park, David Looney, Marc M. Van Hulle, Danilo P. Mandic:
  The complex local mean decomposition. 867-875
• 
  Chaohua Dai, Weirong Chen, Yunfang Zhu, Zhiling Jiang, Zhiyu You:
  Seeker optimization algorithm for tuning the structure and parameters of neural networks. 876-883
• 
  Tomas Maul, Sapiyan Baba:
  Unsupervised learning in second-order neural networks for motion analysis. 884-895
• 
  Marina Theodosiou:
  Disaggregation & aggregation of time series components: A hybrid forecasting approach using generalized regression neural networks and the theta method. 896-905
• 
  Tao Ye, Xuefeng Zhu:
  The bridge relating process neural networks and traditional neural networks. 906-915
• 
  Yuan Cao, Haibo He, He (Helen) Huang:
  LIFT: A new framework of learning from testing data for face recognition. 916-929
• 
  Nor Hisham Hamid, Tong Boon Tang, Alan F. Murray:
  Probabilistic neural computing with advanced nanoscale MOSFETs. 930-940
• 
  Deyu Meng, Yee Leung, Zongben Xu:
  A new quality assessment criterion for nonlinear dimensionality reduction. 941-948
• 
  Xuejing Meng, Maosheng Tian, Shigeng Hu:
  Stability analysis of stochastic recurrent neural networks with unbounded time-varying delays. 949-953
• 
  Xuefeng Chen, Xiabi Liu, Yunde Jia:
  Discriminative structure selection method of Gaussian Mixture Models with its application to handwritten digit recognition. 954-961
• 
  Ling Shao, Ruoyun Gao, Yan Liu, Hui Zhang:
  Transform based spatio-temporal descriptors for human action recognition. 962-973
• 
  Chengde Zheng, Mingming Ma, Zhanshan Wang:
  Less conservative results of state estimation for delayed neural networks with fewer LMI variables. 974-982
• 
  Simone G. O. Fiori:
  Visualization of Riemannian-manifold-valued elements by multidimensional scaling. 983-992
• 
  Ju Hong Ge, Jian Xu:
  Synchronization and synchronized periodic solution in a simplified five-neuron BAM neural network with delays. 993-999
• 
  Santanu Mandal, N. C. Majee:
  Existence of periodic solutions for a class of Cohen-Grossberg type neural networks with neutral delays. 1000-1007
• 
  Hengjie Song, Chunyan Miao, Zhiqi Shen, Roel Wuyts, Maja D'Hondt, Francky Catthoor:
  A probabilistic fuzzy approach to modeling nonlinear systems. 1008-1025
• 
  Gan Huang, Dingguo Zhang, Jianjun Meng, Xiangyang Zhu:
  Interactions between two neural populations: A mechanism of chaos and oscillation in neural mass model. 1026-1034
• 
  Qing Wang, Feng Chen, Wenli Xu:
  Adaptive multi-cue tracking by online appearance learning. 1035-1045

Letters

• 
  Kevin Ho, Andrew Chi-Sing Leung, John Sum:
  Training RBF network to tolerate single node fault. 1046-1052
• 
  B. H. Shekar, M. Sharmila Kumari, Leonid M. Mestetskiy, Natalia Dyshkant:
  Face recognition using kernel entropy component analysis. 1053-1057
• 
  Sang-Hoon Oh:
  Error back-propagation algorithm for classification of imbalanced data. 1058-1061
• 
  Yiguang Liu, Bingbing Liu, Sai-Ho Ling:
  The almost periodic solution of Lotka-Volterra recurrent neural networks with delays. 1062-1068

Volume 74, Number 7, March 2011

Regular Papers

• 
  Hesam Montazeri, Sajjad Moradi, Reza Safabakhsh:
  Continuous state/action reinforcement learning: A growing self-organizing map approach. 1069-1082
• 
  Jian Jhong Lin, Sui Sun Cheng:
  Doubly periodic traveling waves in cellular neural networks with polynomial reactions. 1083-1094
• 
  Yadong Mu, Bingfeng Zhou:
  Non-uniform multiple kernel learning with cluster-based gating functions. 1095-1101
• 
  Yingqun Xiao, Yigang He:
  A novel approach for analog fault diagnosis based on neural networks and improved kernel PCA. 1102-1115
• 
  Ryotaro Kamimura:
  Supposed maximum information for comprehensible representations in SOM. 1116-1134
• 
  Emmanouil Hourdakis, Helen E. Savaki, Panos E. Trahanias:
  Computational modeling of cortical pathways involved in action execution and action observation. 1135-1155

Volume 74, Number 8, March 2011

Special Issue: IWINAC 2009

• 
  José Manuel Ferrández, Darío Maravall, José Ramón Álvarez Sánchez:
  From phenomenological data and sensations to cognition. 1157-1158
• 
  Santi Chillemi, Michele Barbi, Angelo Di Garbo:
  A network of pyramidal neurons is sensitive to the timing of its excitatory inputs. 1159-1164
• 
  Óscar Martínez Mozos, Jose Angel Bolea, José Manuel Ferrández, Peter K. Ahnelt, Eduardo Fernández:
  Reprint of: V-Proportion: A method based on the Voronoi diagram to study spatial relations in neuronal mosaics of the retina. 1165-1174
• 
  Antonio Fernández-Caballero, María T. López, Enrique J. Carmona, Ana E. Delgado:
  A historical perspective of algorithmic lateral inhibition and accumulative computation in computer vision. 1175-1181
• 
  Guido Bologna, Benoît Deville, Juan Diego Gomez, Thierry Pun:
  Toward local and global perception modules for vision substitution. 1182-1190
• 
  Pedro Gómez-Vilda, José Manuel Ferrández de Vicente, María Victoria Rodellar Biarge, Agustín Álvarez-Marquina, Luis Miguel Mazaira-Fernández, Rafael Martínez-Olalla, Cristina Muñoz-Mulas:
  Neuromorphic detection of speech dynamics. 1191-1202
• 
  Eris Chinellato, Beata J. Grzyb, Nicoletta Marzocchi, Annalisa Bosco, Patrizia Fattori, Angel P. del Pobil:
  The Dorso-medial visual stream: From neural activation to sensorimotor interaction. 1203-1212
• 
  Kurosh Madani, Christophe Sabourin:
  Multi-level cognitive machine-learning based concept for human-like "artificial" walking: Application to autonomous stroll of humanoid robots. 1213-1228
• 
  José Manuel Ferrández, Victor Lorente, Félix de la Paz, J. M. Cuadra, José Ramón Álvarez Sánchez, Eduardo Fernández:
  A biological neuroprocessor for robotic guidance using a center of area method. 1229-1236
• 
  Darío Maravall, Javier de Lope Asiaín:
  Fusion of learning automata theory and granular inference systems: ANLAGIS. Applications to pattern recognition and machine learning. 1237-1242
• 
  Alexis Marcano-Cedeño, Joel Quintanilla-Domínguez, Diego Andina:
  Breast cancer classification applying artificial metaplasticity algorithm. 1243-1250
• 
  José Antonio Martín H., Javier de Lope Asiaín, Darío Maravall:
  Robust high performance reinforcement learning through weighted k-nearest neighbors. 1251-1259
• 
  Míriam López, Javier Ramírez, Juan Manuel Górriz, Ignacio Álvarez, Diego Salas-Gonzalez, Fermín Segovia, Rosa Chaves, Pablo Padilla, Manuel Gómez-Río:
  Principal component analysis-based techniques and supervised classification schemes for the early detection of Alzheimer's disease. 1260-1271
• 
  Ángel Sánchez, José V. Ruiz, Ana Belén Moreno, Antonio S. Montemayor, Javier Hernández, Juan José Pantrigo:
  Differential optical flow applied to automatic facial expression recognition. 1272-1282
• 
  Encarnación Folgado, Mariano Rincón, Enrique J. Carmona, Margarita Bachiller:
  A block-based model for monitoring of human activity. 1283-1289
• 
  J. Javier Martínez, F. Javier Garrigós, F. Javier Toledo-Moreo, Eduardo Fernández, José Manuel Ferrández:
  Implementation of a CNN-based retinomorphic model on a high performance reconfigurable computer. 1290-1297

Volume 74, Number 9, April 2011

Special Issue: ESANN 2010

• 
  John Aldo Lee, Frank-Michael Schleif, Thomas Martinetz:
  Advances in artificial neural networks, machine learning, and computational intelligence. 1299-1300
• 
  Iván Olier, Julià Amengual, Alfredo Vellido:
  A variational Bayesian approach for the robust analysis of the cortical silent period from EMG recordings of brain stroke patients. 1301-1314
• 
  Thomas Burwick:
  Pattern recognition through compatibility of excitatory and inhibitory rhythms. 1315-1328
• 
  Volker Willert, Julian Eggert:
  Modeling short-term adaptation processes of visual motion detectors. 1329-1339
• 
  Kerstin Bunte, Barbara Hammer, Thomas Villmann, Michael Biehl, Axel Wismüller:
  Neighbor embedding XOM for dimension reduction and visualization. 1340-1350
• 
  Andrej Gisbrecht, Barbara Hammer:
  Relevance learning in generative topographic mapping. 1351-1358
• 
  Andrej Gisbrecht, Bassam Mokbel, Barbara Hammer:
  Relational generative topographic mapping. 1359-1371
• 
  Jan Steffen, Michael Pardowitz, Jochen J. Steil, Helge J. Ritter:
  Integrating feature maps and competitive layer architectures for motion segmentation. 1372-1381
• 
  Carlos Alzate, Johan A. K. Suykens:
  Sparse kernel spectral clustering models for large-scale data analysis. 1382-1390
• 
  Nicola Rebagliati, Alessandro Verri:
  Spectral clustering with more than K eigenvectors. 1391-1401
• 
  Arnaud de Decker, Damien François, Michel Verleysen, John Aldo Lee:
  Mode estimation in high-dimensional spaces with flat-top kernels: Application to image denoising. 1402-1410
• 
  Hannes Schulz, Andreas C. Müller, Sven Behnke:
  Exploiting local structure in Boltzmann machines. 1411-1417
• 
  Kai Labusch, Erhardt Barth, Thomas Martinetz:
  Soft-competitive learning of sparse codes and its application to image reconstruction. 1418-1428
• 
  Ernest Mwebaze, Petra Schneider, Frank-Michael Schleif, Jennifer R. Aduwo, John A. Quinn, Sven Haase, Thomas Villmann, Michael Biehl:
  Divergence-based classification in learning vector quantization. 1429-1435
• 
  Davide Anguita, Alessandro Ghio, Sandro Ridella:
  Maximal Discrepancy for Support Vector Machines. 1436-1443
• 
  Madalina Olteanu, Joseph Rynkiewicz:
  Asymptotic properties of mixture-of-experts models. 1444-1449

Regular Papers

• 
  Ping He, Xiao-hua Xu, Ling Chen:
  Manifold Mapping Machine. 1450-1466
• 
  Ke Lu, Jidong Zhao:
  Neighborhood preserving regression for image retrieval. 1467-1473

Letters

• 
  Mittul Singh, Jivitej Chadha, Puneet Ahuja, Jayadeva, Suresh Chandra:
  Reduced twin support vector regression. 1474-1477
• 
  Miao Cheng, Bin Fang, Chi-Man Pun, Yuan Yan Tang:
  Kernel-view based discriminant approach for embedded feature extraction in high-dimensional space. 1478-1484
• 
  Shuo Wei, Qu Hong, Mengshu Hou:
  Automatic image segmentation based on PCNN with adaptive threshold time constant. 1485-1491
• 
  Sancho Salcedo-Sanz, J. L. Camacho, Ángel M. Pérez-Bellido, Emilio G. Ortíz-García, Antonio Portilla-Figueras, E. Hernández-Martín:
  Improving the prediction of average total ozone in column over the Iberian Peninsula using neural networks banks. 1492-1496
• 
  Vishal Anjaiah Gujjary, Ashutosh Saxena:
  A neural network approach for data masking. 1497-1501

Volume 74, Number 10, May 2011

• 
  Feiqi Deng, Mingang Hua, Xinzhi Liu, Yunjian Peng, Juntao Fei:
  Robust delay-dependent exponential stability for uncertain stochastic neural networks with mixed delays. 1503-1509
• 
  Tiago de Oliveira, Norian Marranghello:
  Design of a reconfigurable pseudorandom number generator for use in intelligent systems. 1510-1519
• 
  Pagavathigounder Balasubramaniam, M. Syed Ali:
  Stability analysis of Takagi-Sugeno stochastic fuzzy Hopfield neural networks with discrete and distributed time varying delays. 1520-1526
• 
  Chi Zeng, Yongjie Li, Kaifu Yang, Chaoyi Li:
  Contour detection based on a non-classical receptive field model with butterfly-shaped inhibition subregions. 1527-1534
• 
  Huan Su, Wenxue Li, Ke Wang, Xiaohua Ding:
  Stability analysis for stochastic neural network with infinite delay. 1535-1540
• 
  Chaojie Li, Chuandong Li, Xiaofeng Liao, Tingwen Huang:
  Impulsive effects on stability of high-order BAM neural networks with time delays. 1541-1550
• 
  Mahdi Jalili:
  Phase synchronizing in Hindmarsh-Rose neural networks with delayed chemical coupling. 1551-1556
• 
  Yongming Li, Shaocheng Tong:
  Adaptive fuzzy backstepping output feedback control of nonlinear uncertain systems with unknown virtual control coefficients using MT-filters. 1557-1563
• 
  Sheng Chen, Xia Hong, Chris J. Harris:
  Grey-box radial basis function modelling. 1564-1571
• 
  Huiwei Wang, Qiankun Song:
  Synchronization for an array of coupled stochastic discrete-time neural networks with mixed delays. 1572-1584
• 
  Qiang He, Zongxia Xie, Qinghua Hu, Congxin Wu:
  Neighborhood based sample and feature selection for SVM classification learning. 1585-1594
• 
  Blaise Hanczar, Mohamed Nadif:
  Using the bagging approach for biclustering of gene expression data. 1595-1605
• 
  Kadda Beghdad Bey, Farid Benhammadi, Zahia Guessoum, Aïcha Mokhtari:
  CPU load prediction using neuro-fuzzy and Bayesian inferences. 1606-1616
• 
  Xinsong Yang, Quanxin Zhu, Chuangxia Huang:
  Lag stochastic synchronization of chaotic mixed time-delayed neural networks with uncertain parameters or perturbations. 1617-1625
• 
  Zhengguang Wu, Peng Shi, Hongye Su, Jian Chu:
  Delay-dependent exponential stability analysis for discrete-time switched neural networks with time-varying delay. 1626-1631
• 
  Yongkun Li, Kaihong Zhao:
  Robust stability of delayed reaction-diffusion recurrent neural networks with Dirichlet boundary conditions on time scales. 1632-1637
• 
  Pavan Kumar Kankar, Satish C. Sharma, Suraj Prakash Harsha:
  Rolling element bearing fault diagnosis using wavelet transform. 1638-1645
• 
  Pagavathigounder Balasubramaniam, Gnaneswaran Nagamani:
  A delay decomposition approach to delay-dependent passivity analysis for interval neural networks with time-varying delay. 1646-1653
• 
  Yong-Ping Zhao, Zhong-Hua Du, Zhi-An Zhang, Haibo Zhang:
  A fast method of feature extraction for kernel MSE. 1654-1663
• 
  Min Han, Zhi-ping Liang, Decai Li:
  Sparse kernel density estimations and its application in variable selection based on quadratic Renyi entropy. 1664-1672
• 
  Tao Wang, Kejun Wang, Nuo Jia:
  Chaos control and associative memory of a time-delay globally coupled neural network using symmetric map. 1673-1680
• 
  Suresh Sundaram, François Brémond, Monique Thonnat, Hyoung Joong Kim:
  Online learning neural tracker. 1681-1695
• 
  Bidyadhar Subudhi, Debashisha Jena:
  Nonlinear system identification using memetic differential evolution trained neural networks. 1696-1709
• 
  Yunong Zhang, Yiwen Yang, Gongqin Ruan:
  Performance analysis of gradient neural network exploited for online time-varying quadratic minimization and equality-constrained quadratic programming. 1710-1719
• 
  Jianwen Zhang, Changshui Zhang:
  Multitask Bregman clustering. 1720-1734
• 
  Minvydas Ragulskis, Kristina Lukoseviciute, Zenonas Navickas, Rita Palivonaite:
  Short-term time series forecasting based on the identification of skeleton algebraic sequences. 1735-1747
• 
  Yinghang Hao, Yubing Gong, Xiu Lin:
  Multiple resonances with time delays and enhancement by non-Gaussian noise in Newman-Watts networks of Hodgkin-Huxley neurons. 1748-1753
• 
  Song Zhu, Yi Shen:
  Passivity analysis of stochastic delayed neural networks with Markovian switching. 1754-1761
• 
  Lírio Onofre Baptista de Almeida, Jan Frans Willem Slaets, Roland Köberle:
  VSImG: A high frame rate bitmap based display system for neuroscience research. 1762-1768
• 
  Zhiquan Qi, Yitian Xu, Laisheng Wang, Ye Song:
  Online multiple instance boosting for object detection. 1769-1775
• 
  Juan Yu, Cheng Hu, Haijun Jiang, Zhidong Teng:
  Exponential synchronization of Cohen-Grossberg neural networks via periodically intermittent control. 1776-1782

Volume 74, Number 11, May 2011

Special Issue: Adaptive Incremental Learning in Neural Networks

• 
  Abdelhamid Bouchachia, Nadia Nedjah:
  Adaptive incremental learning in neural networks. 1783-1784
• 
  Abdelhamid Bouchachia:
  Incremental learning with multi-level adaptation. 1785-1799
• 
  David Martínez-Rego, Beatriz Pérez-Sánchez, Oscar Fontenla-Romero, Amparo Alonso-Betanzos:
  A robust incremental learning method for non-stationary environments. 1800-1808
• 
  Shuyuan Yang, Min Wang, Licheng Jiao:
  Extreme and incremental learning based single-hidden-layer regularization ridgelet network. 1809-1814
• 
  Mauro Tucci, Marco Raugi:
  A filter based neuron model for adaptive incremental learning of self-organizing maps. 1815-1822
• 
  Hamed Shah-Hosseini:
  Binary tree time adaptive self-organizing map. 1823-1839
• 
  Nicolas P. Rougier, Yann Boniface:
  Dynamic self-organising map. 1840-1847
• 
  Wanyu Deng, Qinghua Zheng, Shiguo Lian, Lin Chen:
  Adaptive personalized recommendation based on adaptive learning. 1848-1858
• 
  Duy Nguyen-Tuong, Jan Peters:
  Incremental online sparsification for model learning in real-time robot control. 1859-1867
• 
  Helong Li, Sam Kwong, Yi Hong:
  The convergence analysis and specification of the Population-Based Incremental Learning algorithm. 1868-1873
• 
  Joris Driesen, Hugo Van hamme:
  Modelling vocabulary acquisition, adaptation and generalization in infants using adaptive Bayesian PLSA. 1874-1882
• 
  Andon V. Topalov, Yesim Oniz, Erdal Kayacan, Okyay Kaynak:
  Neuro-fuzzy control of antilock braking system using sliding mode incremental learning algorithm. 1883-1893
• 
  Flávio Henrique Teles Vieira, Flávio Geraldo Coelho Rocha:
  An adaptive fuzzy model using orthonormal basis functions based on multifractal characteristics applied to network traffic control. 1894-1907
• 
  Chi-Jie Lu, Yuehjen E. Shao, Po-Hsun Li:
  Mixture control chart patterns recognition using independent component analysis and support vector machine. 1908-1914

Special Issue: Learning Algorithm and Mathematic Modelling

• 
  Chi-Sing Leung:
  Special issue on ICONIP2009 "Learning algorithm and mathematic modeling". 1915
• 
  Sang-Woo Ban, Young-Min Jang, Minho Lee:
  Affective saliency map considering psychological distance. 1916-1925
• 
  Ji Zheng, Bao-Liang Lu:
  A support vector machine classifier with automatic confidence and its application to gender classification. 1926-1935
• 
  Aymen Cherif, Hubert Cardot, Romuald Boné:
  SOM time series clustering and prediction with recurrent neural networks. 1936-1944
• 
  Patrick Dallaire, Camille Besse, Brahim Chaib-draa:
  An approximate inference with Gaussian process to latent functions from uncertain data. 1945-1955
• 
  Anh Huy Phan, Andrzej Cichocki:
  Extended HALS algorithm for nonnegative Tucker decomposition and its applications for multiway analysis and classification. 1956-1969
• 
  Anh Huy Phan, Andrzej Cichocki:
  PARAFAC algorithms for large-scale problems. 1970-1984
• 
  Yubin Zhan, Jianping Yin:
  Robust local tangent space alignment via iterative weighted PCA. 1985-1993
• 
  Yoshitatsu Matsuda, Kazunori Yamaguchi:
  An adaptive threshold in joint approximate diagonalization by assuming exponentially distributed errors. 1994-2001
• 
  Daisuke Kaji, Sumio Watanabe:
  Two design methods of hyperparameters in variational Bayes learning for Bernoulli mixtures. 2002-2007
• 
  Ying Yu, Bin Wang, Liming Zhang:
  Hebbian-based neural networks for bottom-up visual attention and its applications to ship detection in SAR images. 2008-2017
• 
  Yang Xu, Lu Xu, Tommy W. S. Chow:
  PPoSOM: A new variant of PolSOM by using probabilistic assignment for multidimensional data visualization. 2018-2027
• 
  Shue Kwan Mak, Pui-Fai Sum, Chi-Sing Leung:
  Regularizers for fault tolerant multilayer feedforward networks. 2028-2040

Volume 74, Numbers 12-13, June 2011

• 
  Yonghong Huang, Deniz Erdogmus, Misha Pavel, Santosh Mathan, Kenneth E. Hild II:
  A framework for rapid visual image search using single-trial brain evoked responses. 2041-2051
• 
  Sandeep Chandana, René V. Mayorga:
  Rough Neuron based on Pattern Space Partitioning. 2052-2061
• 
  Hadi Sadoghi Yazdi, Morteza Pakdaman, Hamed Modaghegh:
  Unsupervised kernel least mean square algorithm for solving ordinary differential equations. 2062-2071
• 
  Zhaoxu Yu, Hongbin Du:
  Adaptive neural control for uncertain stochastic nonlinear strict-feedback systems with time-varying delays: A Razumikhin functional method. 2072-2082
• 
  Mojtaba Salehi, Ardeshir Bahreininejad, Isa Nakhai Kamal Abadi:
  On-line analysis of out-of-control signals in multivariate manufacturing processes using a hybrid learning-based model. 2083-2095
• 
  Wei-Chiang Hong:
  Traffic flow forecasting by seasonal SVR with chaotic simulated annealing algorithm. 2096-2107
• 
  H. Y. Li, Y. K. Wong, Wai-Lok Chan:
  The asymptotic structure of the Morris-Lecar model. 2108-2113
• 
  Xuguang Lan, Nanning Zheng, Wen Ma, Yuan Yuan:
  Arbitrary ROI-based wavelet video coding. 2114-2122
• 
  Seyed Mohsen Mousavi, Vahid Johari Majd:
  Robust filtering of extended stochastic genetic regulatory networks with parameter uncertainties, disturbances, and time-varying delays. 2123-2134
• 
  Teng Sha, Mingli Song, Jiajun Bu, Chun Chen, Dacheng Tao:
  Feature level analysis for 3D facial expression recognition. 2135-2141
• 
  Sujing Wang, Chunguang Zhou, Na Zhang, Xu-Jun Peng, Yu-Hsin Chen, Xiaohua Liu:
  Face recognition using second-order discriminant tensor subspace analysis. 2142-2156
• 
  Qian Ma, Shengyuan Xu, Yun Zou, Jinjun Lu:
  Stability of stochastic Markovian jump neural networks with mode-dependent delays. 2157-2163
• 
  Robert Z. Stodilka, Julien Modolo, Frank S. Prato, John A. Robertson, Charles Cook, John Patrick, Anne Beuter, Alex W. Thomas, Alexandre Legros:
  Pulsed magnetic field exposure induces lasting changes in neural network dynamics. 2164-2175
• 
  Fei Zang, Jiang-She Zhang:
  Discriminative learning by sparse representation for classification. 2176-2183
• 
  Hong Zhang, Lu Li, Wenyan Jia, John D. Fernstrom, Robert J. Sclabassi, Zhi-Hong Mao, Mingui Sun:
  Physical activity recognition based on motion in images acquired by a wearable camera. 2184-2192
• 
  Shamshul Bahar Yaakob, Junzo Watada, John Fulcher:
  Structural learning of the Boltzmann machine and its application to life cycle management. 2193-2200
• 
  Mahdieh Soleymani Baghshah, Saeed Bagheri Shouraki:
  Learning low-rank kernel matrices for constrained clustering. 2201-2211
• 
  Yoshinobu Kawahara, Shohei Shimizu, Takashi Washio:
  Analyzing relationships among ARMA processes based on non-Gaussianity of external influences. 2212-2221
• 
  Jie Chen, Fei Ma, Jian Chen:
  A new scheme to learn a kernel in regularization networks. 2222-2227
• 
  Jiann-Ming Wu, Pei-Hsun Hsu:
  Annealed Kullback-Leibler divergence minimization for generalized TSP, spot identification and gene sorting. 2228-2240
• 
  Da Lin, Xingyuan Wang:
  Self-organizing adaptive fuzzy neural control for the synchronization of uncertain chaotic systems with random-varying parameters. 2241-2249
• 
  Daniel Hernández-Lobato, Gonzalo Martínez-Muñoz, Alberto Suárez:
  Empirical analysis and evaluation of approximate techniques for pruning regression bagging ensembles. 2250-2264
• 
  Chang-Dong Wang, Jian-Huang Lai:
  Energy based competitive learning. 2265-2275

Volume 74, Numbers 14-15, July 2011

• 
  Tieshan Li, Ronghui Li, Junfang Li:
  Decentralized adaptive neural control of nonlinear interconnected large-scale systems with unknown time delays and input saturation. 2277-2283
• 
  Shanwen Zhang, Ying-Ke Lei:
  Modified locally linear discriminant embedding for plant leaf recognition. 2284-2290
• 
  Xi Chen, Jiashu Zhang:
  Illumination robust single sample face recognition using multi-directional orthogonal gradient phase faces. 2291-2298
• 
  P. D. Sathya, R. Kayalvizhi:
  Optimal segmentation of brain MRI based on adaptive bacterial foraging algorithm. 2299-2313
• 
  Rahul Kala, Anupam Shukla, Ritu Tiwari:
  Robotic path planning in static environment using hierarchical multi-neuron heuristic search and probability based fitness. 2314-2335
• 
  Saeed Panahian Fard, Zarita Zainuddin:
  Interval type-2 fuzzy neural networks version of the Stone-Weierstrass theorem. 2336-2343
• 
  Wenbing Zhang, Jian-An Fang, Yang Tang:
  New robust stability analysis for genetic regulatory networks with random discrete delays and distributed delays. 2344-2360
• 
  Mario González, David Dominguez, Ángel Sánchez:
  Learning sequences of sparse correlated patterns using small-world attractor neural networks: An application to traffic videos. 2361-2367
• 
  Jian Wang, Wei Wu, Jacek M. Zurada:
  Deterministic convergence of conjugate gradient method for feedforward neural networks. 2368-2376
• 
  Tairen Sun, Hailong Pei, Yongping Pan, Hongbo Zhou, Caihong Zhang:
  Neural network-based sliding mode adaptive control for robot manipulators. 2377-2384
• 
  Shujun Long, Daoyi Xu:
  Stability analysis of stochastic fuzzy cellular neural networks with time-varying delays. 2385-2391
• 
  Julian A. Bailey, Reuben Wilcock, Peter R. Wilson, John E. Chad:
  Behavioral simulation and synthesis of biological neuron systems using synthesizable VHDL. 2392-2406

Letters

• 
  Carlos M. Travieso, Jianguo Zhang, Paul Miller, Jesús B. Alonso, Miguel A. Ferrer:
  Bimodal biometric verification based on face and lips. 2407-2410

Volume 74, Number 16, September 2011

Special Issue: Advances in ELM

• 
  Guang-Bin Huang, Dianhui Wang:
  Advances in extreme learning machines (ELM2010). 2411-2412
• 
  Yoan Miche, Mark van Heeswijk, Patrick Bas, Olli Simula, Amaury Lendasse:
  TROP-ELM: A double-regularized ELM using LARS and Tikhonov regularization. 2413-2421
• 
  Jing Deng, Kang Li, George W. Irwin:
  Fast automatic two-stage nonlinear model identification based on the extreme learning machine. 2422-2429
• 
  Mark van Heeswijk, Yoan Miche, Erkki Oja, Amaury Lendasse:
  GPU-accelerated and parallelized ELM ensembles for large-scale regression. 2430-2437
• 
  Yongjiao Sun, Ye Yuan, Guoren Wang:
  An OS-ELM based distributed ensemble classification framework in P2P networks. 2438-2443
• 
  Xiangguo Zhao, Guoren Wang, Xin Bi, Peizhen Gong, Yuhai Zhao:
  XML document classification based on ELM. 2444-2451
• 
  Beom-Seok Oh, Kar-Ann Toh, Andrew Beng Jin Teoh, Jaihie Kim:
  Combining local face image features for identity verification. 2452-2463
• 
  Liang Wang, Yaping Huang, Xiaoyue Luo, Zhe Wang, Siwei Luo:
  Image deblurring with filters learned by extreme learning machine. 2464-2474
• 
  Yubo Yuan, Yuguang Wang, Feilong Cao:
  Optimization approximation solution for regression problem based on extreme learning machine. 2475-2482
• 
  Yuguang Wang, Feilong Cao, Yubo Yuan:
  A study on effectiveness of extreme learning machine. 2483-2490
• 
  Zhihong Man, Kevin Lee, Dianhui Wang, Zhenwei Cao, Chunyan Miao:
  A new robust training algorithm for a class of single-hidden layer feedforward neural networks. 2491-2501
• 
  Francisco Fernández-Navarro, César Hervás-Martínez, Javier Sánchez-Monedero, Pedro Antonio Gutiérrez:
  MELM-GRBF: A modified version of the extreme learning machine for generalized radial basis function neural networks. 2502-2510
• 
  S. Balasundaram, Kapil:
  Application of error minimized extreme learning machine for simultaneous learning of a function and its derivatives. 2511-2519
• 
  Xizhao Wang, Aixia Chen, Hui-Min Feng:
  Upper integral network with extreme learning mechanism. 2520-2525
• 
  Benoît Frénay, Michel Verleysen:
  Parameter-insensitive kernel in extreme learning for non-linear support vector regression. 2526-2531
• 
  Qing He, Changying Du, Qun Wang, Fuzhen Zhuang, Zhongzhi Shi:
  A parallel incremental extreme SVM classifier. 2532-2540
• 
  Weiwei Zong, Guang-Bin Huang:
  Face recognition based on extreme learning machine. 2541-2551
• 
  Jin Seo Cho, Halbert White:
  Testing correct model specification using extreme learning machines. 2552-2565
• 
  Junfa Liu, Yiqiang Chen, Mingjie Liu, Zhongtang Zhao:
  SELM: Semi-supervised ELM with application in sparse calibrated location estimation. 2566-2572
• 
  Hongming Yang, Wenjun Xu, Junhua Zhao, Dianhui Wang, Zhaoyang Dong:
  Predicting the probability of ice storm damages to electricity transmission facilities based on ELM and Copula function. 2573-2581
• 
  Hai-Jun Rong, Suresh Sundaram, Guang-She Zhao:
  Stable indirect adaptive neural controller for a class of nonlinear system. 2582-2590

Special Issue: IWANN 2009

• 
  Francisco Sandoval Hernández, Joan Cabestany, Alberto Prieto:
  Bio-inspired systems: Computational and ambient intelligence. 2591-2593
• 
  Luis Javier Herrera, Héctor Pomares, Ignacio Rojas, Alberto Guillén, Ginés Rubio, José M. Urquiza:
  Global and local modelling in RBF networks. 2594-2602
• 
  Maurício Paletta, Pilar Herrero:
  Learning to collaborate in distributed environments by means of an awareness-based artificial neural network. 2603-2613
• 
  Rocío Alaíz-Rodríguez, Alicia Guerrero-Curieses, Jesús Cid-Sueiro:
  Class and subclass probability re-estimation to adapt a classifier in the presence of concept drift. 2614-2623
• 
  Soledad Delgado, Consuelo Gonzalo, Estibaliz Martinez, Agueda Arquero:
  A combined measure for quantifying and qualifying the topology preservation of growing self-organizing maps. 2624-2632
• 
  Ezequiel López-Rubio, Esteban José Palomo-Ferrer, Juan Miguel Ortiz-de-Lazcano-Lobato, María del Carmen Vargas-González:
  Dynamic topology learning with the probabilistic self-organizing graph. 2633-2648
• 
  Álvaro Barbero Jiménez, José R. Dorronsoro:
  Cycle-breaking acceleration for support vector regression. 2649-2656
• 
  Luis Fernando Lago-Fernández, Manuel A. Sánchez-Montañés, Fernando J. Corbacho:
  The effect of low number of points in clustering validation via the negentropy increment. 2657-2664
• 
  Albert Samà, Cecilio Angulo, Diego E. Pardo, Andreu Català, Joan Cabestany:
  Analyzing human gait and posture by combining feature selection and kernel methods. 2665-2674
• 
  José C. Calvo, Julio Ortega Lopera, Mancia Anguita:
  PITAGORAS-PSP: Including domain knowledge in a multi-objective approach for protein structure prediction. 2675-2682
• 
  José M. Urquiza, Ignacio Rojas, Héctor Pomares, Luis Javier Herrera, Julio Ortega Lopera, Alberto Prieto:
  Method for prediction of protein-protein interactions in yeast using genomics/proteomics information and feature selection. 2683-2690
• 
  Esther García-Garaluz, Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco García-Lagos, Francisco Sandoval Hernández:
  Hopfield networks for identification of delay differential equations with an application to dengue fever epidemics in Cuba. 2691-2697
• 
  Arash Bahrammirzaee, Amine Chohra, Kurosh Madani:
  An artificial negotiating agent modeling approach embedding dynamic offer generating and cognitive layer. 2698-2709

Volume 74, Number 17, October 2011

Regular Papers

• 
  StanisLaw Brzychczy, Lech Górniewicz:
  Continuous and discrete models of neural systems in infinite-dimensional abstract spaces. 2711-2715
• 
  Louiza Dehyadegary, Seyyed Ali Seyyedsalehi, Isar Nejadgholi:
  Nonlinear enhancement of noisy speech, using continuous attractor dynamics formed in recurrent neural networks. 2716-2724
• 
  Enliang Hu, Songcan Chen, Jiankun Yu, Lishan Qiao:
  Two-stage nonparametric kernel leaning: From label propagation to kernel propagation. 2725-2733
• 
  Yuhui Wang, Hao Wang, Xiaohui Lei, Yunzhong Jiang, Xinshan Song:
  Flood simulation using parallel genetic algorithm integrated wavelet neural networks. 2734-2744
• 
  Dong Wang, Huchuan Lu, Xuelong Li:
  Two dimensional principal components of natural images and its application. 2745-2753
• 
  Pinghua Gong, Kun Gai, Changshui Zhang:
  Efficient Euclidean projections via Piecewise Root Finding and its application in gradient projection. 2754-2766
• 
  Jifeng Shen, Changyin Sun, Wankou Yang, Zhenyu Wang, Zhongxi Sun:
  A novel distribution-based feature for rapid object detection. 2767-2779
• 
  Songsong Wu, Mingming Sun, Jingyu Yang:
  Stochastic neighbor projection on manifold for feature extraction. 2780-2789
• 
  Jianping Zhou, Shengyuan Xu, Hao Shen:
  Finite-time robust stochastic stability of uncertain stochastic delayed reaction-diffusion genetic regulatory networks. 2790-2796
• 
  Chiu-Hsiung Chen, Chih-Min Lin, Ming-Chia Li:
  Development of PI training algorithms for neuro-wavelet control on the synchronization of uncertain chaotic systems. 2797-2812
• 
  Jianli Liu, Baoqi Zuo, Xianyi Zeng, Philippe Vroman, Besoa Rabenasolo:
  Visual quality recognition of nonwovens using generalized Gaussian density model and robust Bayesian neural network. 2813-2823
• 
  Aboozar Taherkhani, Seyyed Ali Seyyedsalehi, Amir Homayoun Jafari:
  Design of a chaotic neural network for training and retrieval of grayscale and binary patterns. 2824-2833
• 
  Wei Wan, Hua Xu, Wenhao Zhang, Xincheng Hu, Gang Deng:
  Questionnaires-based skin attribute prediction using Elman neural network. 2834-2841
• 
  François Rhéaume, Dominic Grenier, Éloi Bossé:
  Multistate combination approaches for liquid state machine in supervised spatiotemporal pattern classification. 2842-2851
• 
  Adam Pedrycz, Fangyan Dong, Kaoru Hirota:
  Representation of neural networks through their multi-linearization. 2852-2860
• 
  Guanhong Yao, Wei Hua, Binbin Lin, Deng Cai:
  Kernel approximately harmonic projection. 2861-2866
• 
  Iván Durán-Díaz, Sergio Cruces, María Auxiliadora Sarmiento-Vega, Pablo Aguilera-Bonet:
  Cyclic maximization of non-Gaussianity for blind signal extraction of complex-valued sources. 2867-2873
• 
  Vineet Yadav, Dipti Srinivasan:
  A SOM-based hybrid linear-neural model for short-term load forecasting. 2874-2885
• 
  Tairen Sun, Hailong Pei, Yongping Pan, Caihong Zhang:
  Robust wavelet network control for a class of autonomous vehicles to track environmental contour line. 2886-2892
• 
  Pawel Wawrzynski, Bartosz Papis:
  Fixed point method for autonomous on-line neural network training. 2893-2905
• 
  Xiaoping Zhu, Rongxin Jiang, Yaowu Chen, Sanqing Hu, Dong Wang:
  FPGA implementation of Kalman filter for neural ensemble decoding of rat's motor cortex. 2906-2913
• 
  Md. Monirul Kabir, M. Shahjahan, Kazuyuki Murase:
  A new local search based hybrid genetic algorithm for feature selection. 2914-2928
• 
  Cairong Zhao, Chuancai Liu, Zhihui Lai:
  Multi-scale gist feature manifold for building recognition. 2929-2940
• 
  Kui Zhang, Yuhua Li, Philip Scarf, Andrew D. Ball:
  Feature selection for high-dimensional machinery fault diagnosis data using multiple models and Radial Basis Function networks. 2941-2952
• 
  Wen-Sheng Chen, Pong Chi Yuen, Xuehui Xie:
  Kernel machine-based rank-lifting regularized discriminant analysis method for face recognition. 2953-2960
• 
  Jiqian Zhang, Chundao Wang, Maosheng Wang, Shoufang Huang:
  Firing patterns transition induced by system size in coupled Hindmarsh-Rose neural system. 2961-2966
• 
  Li Wan, Qinghua Zhou, Pei Wang:
  Ultimate boundedness of stochastic Hopfield neural networks with time-varying delays. 2967-2971
• 
  Ezequiel López-Rubio:
  Stochastic approximation learning for mixtures of multivariate elliptical distributions. 2972-2984
• 
  Roberto Antonio Vázquez, Humberto Sossa:
  Behavioural study of median associative memory under true-colour image patterns. 2985-2997
• 
  Jianqiang Yan, Jie Li, Xinbo Gao:
  Chinese text location under complex background using Gabor filter and SVM. 2998-3008
• 
  Yong-Ping Zhao, Jian-Guo Sun, Zhong-Hua Du, Zhi-An Zhang, Haibo Zhang:
  Pruning least objective contribution in KMSE. 3009-3018
• 
  Jun-Bao Li, Jeng-Shyang Pan, Shyi-Ming Chen:
  Kernel Self-optimized Locality Preserving Discriminant Analysis for feature extraction and recognition. 3019-3027
• 
  Binbin Pan, Jian-Huang Lai, Pong Chi Yuen:
  Learning low-rank Mercer kernels with fast-decaying spectrum. 3028-3035
• 
  Xiaohua Gu, Weiguo Gong, Liping Yang:
  Regularized locality preserving discriminant analysis for face recognition. 3036-3042
• 
  Ailong Wu, Zhigang Zeng, Xusheng Zhu, Jine Zhang:
  Exponential synchronization of memristor-based recurrent neural networks with time delays. 3043-3050
• 
  Tapan Kumar Gandhi, Bijaya K. Panigrahi, Sneh Anand:
  A comparative study of wavelet families for EEG signal classification. 3051-3057
• 
  Patrick A. Shoemaker:
  Neural bistability and amplification mediated by NMDA receptors: Analysis of stationary equations. 3058-3071
• 
  Yinggan Tang, Weiwei Mu, Ying Zhang, Xuguang Zhang:
  A fast recursive algorithm based on fuzzy 2-partition entropy approach for threshold selection. 3072-3078
• 
  Yongqing Yang, Yun Gao:
  A new neural network for solving nonlinear convex programs with linear constraints. 3079-3083
• 
  Quanxin Zhu, Jinde Cao:
  Exponential stability analysis of stochastic reaction-diffusion Cohen-Grossberg neural networks with mixed delays. 3084-3091
• 
  Gal Ofek, Joseph Tabrikian, Mayer E. Aladjem:
  A modular neural network for direction-of-arrival estimation of two sources. 3092-3102
• 
  Hong Huang, Jiamin Liu, Hailiang Feng, Tongdi He:
  Ear recognition based on uncorrelated local Fisher discriminant analysis. 3103-3113
• 
  Jianhua Xu:
  An extended one-versus-rest support vector machine for multi-label classification. 3114-3124
• 
  Derek Beaton, Iren Valova, Daniel MacLean:
  TurSOM: A paradigm bridging Turing's unorganized machines and self-organizing maps demonstrating dual self-organization. 3125-3141
• 
  Bo Zhou, Qiankun Song, Huiwei Wang:
  Global exponential stability of neural networks with discrete and distributed delays and general activation functions on time scales. 3142-3150
• 
  Jiang-Wen Xiao, Yuehua Huang, Yan-Wu Wang, Jing-Wen Yi:
  Synchronization of complex switched networks with two types of delays. 3151-3157
• 
  Yuhua Zheng, Yan Meng, Yaochu Jin:
  Object recognition using a bio-inspired neuron model with bottom-up and top-down pathways. 3158-3169
• 
  Zuowei Cai, Lihong Huang:
  Existence and global asymptotic stability of periodic solution for discrete and distributed time-varying delayed neural networks with discontinuous activations. 3170-3179
• 
  Marghny H. Mohamed:
  Rules extraction from constructively trained neural networks based on genetic algorithms. 3180-3192
• 
  Shuyuan Yang, Zhizhou Liu, Min Wang, Fenghua Sun, Licheng Jiao:
  Multitask dictionary learning and sparse representation based single-image super-resolution reconstruction. 3193-3203
• 
  Quanjun Wu, Jin Zhou, Lan Xiang:
  Impulses-induced exponential stability in recurrent delayed neural networks. 3204-3211
• 
  Huaqing Li, Xiaofeng Liao, Chuandong Li, Chaojie Li:
  Chaos control and synchronization via a novel chatter free sliding mode control strategy. 3212-3222
• 
  Rohitash Chandra, Marcus R. Frean, Mengjie Zhang, Christian W. Omlin:
  Encoding subcomponents in cooperative co-evolutionary recurrent neural networks. 3223-3234
• 
  Yurong Li, Yanzheng Zhu, Nianyin Zeng, Min Du:
  Stability analysis of standard genetic regulatory networks with time-varying delays and stochastic perturbations. 3235-3241
• 
  Min Xia, Zhijie Wang, Jian-An Fang:
  Temporal association based on dynamic depression synapses and chaotic neurons. 3242-3247
• 
  Shiow-Jyu Lin, Yi-Tsan Hung, Wen-Jyi Hwang:
  Efficient hardware architecture based on generalized Hebbian algorithm for texture classification. 3248-3256
• 
  Changjin Xu, Xiaofei He, Peiluan Li:
  Global existence of periodic solutions in a six-neuron BAM neural network model with discrete delays. 3257-3267
• 
  Yu Zhang:
  Robust exponential stability of uncertain impulsive neural networks with time-varying delays and delayed impulses. 3268-3276
• 
  Xiaoqin Zhang, Xinchu Shi, Weiming Hu, Xi Li, Steve J. Maybank:
  Visual tracking via dynamic tensor analysis with mean update. 3277-3285
• 
  Chao Liu, Chuandong Li, Xiaofeng Liao:
  Variable-time impulses in BAM neural networks with delays. 3286-3295
• 
  Muhammad Rehan, Keum-Shik Hong, Muhammad Aqil:
  Synchronization of multiple chaotic FitzHugh-Nagumo neurons with gap junctions under external electrical stimulation. 3296-3304
• 
  Hongwei Liu, Yongliang Zhou:
  Rank-two residue iteration method for nonnegative matrix factorization. 3305-3312
• 
  Jinghua Wang, Qin Li, Jane You, Qijun Zhao:
  Fast kernel Fisher discriminant analysis via approximating the kernel principal component analysis. 3313-3322
• 
  Tomasz Praczyk, Piotr Szymak:
  Decision system for a team of autonomous underwater vehicles - Preliminary report. 3323-3334
• 
  Samantha V. Adams, Thomas Wennekers, Guido Bugmann, Sue L. Denham, Phil F. Culverhouse:
  Application of arachnid prey localisation theory for a robot sensorimotor controller. 3335-3342
• 
  Xianbin Cao, Zhong Wang, Pingkun Yan, Xuelong Li:
  Rapid pedestrian detection in unseen scenes. 3343-3350
• 
  Meiru Mu, Qiuqi Ruan, Song Guo:
  Shift and gray scale invariant features for palmprint identification using complex directional wavelet and local binary pattern. 3351-3360
• 
  Paulo C. Rech:
  Chaos and hyperchaos in a Hopfield neural network. 3361-3364
• 
  Junkang Tian, Shouming Zhong:
  New delay-dependent exponential stability criteria for neural networks with discrete and distributed time-varying delays. 3365-3375
• 
  Dawei Weng, Yilong Yin, Dong Yang:
  Singular points detection based on multi-resolution in fingerprint images. 3376-3388
• 
  Duan Li, Xiaoli Li, Dong Cui, Zhaohui Li:
  Phase synchronization with harmonic wavelet transform with application to neuronal populations. 3389-3403
• 
  Qian Ma, Shengyuan Xu, Yun Zou:
  Stability and synchronization for Markovian jump neural networks with partly unknown transition probabilities. 3404-3411
• 
  Kyung Ha Seok, Jooyong Shim, Daehyeon Cho, Gyu-Jeong Noh, Changha Hwang:
  Semiparametric mixed-effect least squares support vector machine for analyzing pharmacokinetic and pharmacodynamic data. 3412-3419
• 
  Abdollah Kavousifard, Haidar Samet:
  Consideration effect of uncertainty in power system reliability indices using radial basis function network and fuzzy logic theory. 3420-3427
• 
  Xuan Han, Wen-Fang Xie, Zhijun Fu, Weidong Luo:
  Nonlinear systems identification using dynamic multi-time scale neural networks. 3428-3439
• 
  Vishwanathan Mohan, Pietro Morasso, Giorgio Metta, Stathis Kasderidis:
  The distribution of rewards in sensorimotor maps acquired by cognitive robots through exploration. 3440-3455
• 
  Ming Gao, Xia Hong, Sheng Chen, Chris J. Harris:
  A combined SMOTE and PSO based RBF classifier for two-class imbalanced problems. 3456-3466
• 
  Yih-Lon Lin, Jer-Guang Hsieh, Hsu-Kun Wu, Jyh-Horng Jeng:
  Three-parameter sequential minimal optimization for support vector machines. 3467-3475
• 
  Zhe Sun, Zengke Zhang, Huangang Wang:
  Consistency and error analysis of Prior-Knowledge-Based Kernel Regression. 3476-3485
• 
  Qinkun Xiao, Haiyun Wang, Fei Li, Yue Gao:
  3D object retrieval based on a graph model descriptor. 3486-3493
• 
  Qingshan Liu, Jinde Cao:
  Global exponential stability of discrete-time recurrent neural network for solving quadratic programming problems subject to linear constraints. 3494-3501
• 
  Hongzhi You, Yan Meng, Di Huan, Da-Hui Wang:
  The neural dynamics for hysteresis in visual perception. 3502-3508
• 
  Qun Dai, Ningzhong Liu:
  The build of n-Bits Binary Coding ICBP Ensemble System. 3509-3519
• 
  Yunjie Chen, Jianwei Zhang, Arabinda Mishra, Jianwei Yang:
  Image segmentation and bias correction via an improved level set method. 3520-3530
• 
  Ashish Gupta, Lovekesh Vig, David C. Noelle:
  A dual association model for the extinction of animal conditioning. 3531-3542
• 
  Jian Xun Peng, Stuart Ferguson, Karen Rafferty, Paul D. Kelly:
  An efficient feature selection method for mobile devices with application to activity recognition. 3543-3552
• 
  Sujing Wang, Chunguang Zhou, Yu-Hsin Chen, Xu-Jun Peng, Hui-Ling Chen, Gang Wang, Xiaohua Liu:
  A novel face recognition method based on sub-pattern and tensor. 3553-3564
• 
  Chaoqun Hong, Na Li, Mingli Song, Jiajun Bu, Chun Chen:
  An efficient approach to content-based object retrieval in videos. 3565-3575
• 
  Konstantinos G. Spiliotis, Constantinos I. Siettos:
  A timestepper-based approach for the coarse-grained analysis of microscopic neuronal simulators on networks: Bifurcation and rare-events micro- to macro-computations. 3576-3589
• 
  Shangbing Gao, Qiaolin Ye, Ning Ye:
  1-Norm least squares twin support vector machines. 3590-3597
• 
  Xianchao Zhang, Yang Qiu, Yao Wu:
  Exploiting constraint inconsistence for dimension selection in subspace clustering: A semi-supervised approach. 3598-3608
• 
  John Shawe-Taylor, Shiliang Sun:
  A review of optimization methodologies in support vector machines. 3609-3618
• 
  Songhe Feng, Hong Bao, Congyan Lang, De Xu:
  Combining visual attention model with multi-instance learning for tag ranking. 3619-3627
• 
  Peng Zhou, Dehua Li, Hong Wu, Feng Cheng:
  The automatic model selection and variable kernel width for RBF neural networks. 3628-3637
• 
  Menglong Yang, Yiguang Liu, Zhisheng You:
  Estimating the fundamental matrix based on least absolute deviation. 3638-3645
• 
  Chun-Hsu Ko, Jein-Shan Chen, Ching-Yu Yang:
  Recurrent neural networks for solving second-order cone programs. 3646-3653
• 
  Sujing Wang, Hui-Ling Chen, Xu-Jun Peng, Chunguang Zhou:
  Exponential locality preserving projections for small sample size problem. 3654-3662
• 
  Zhipeng Xie, Songcan Chen:
  SCIHTBB: Sparsity constrained iterative hard thresholding with Barzilai-Borwein step size. 3663-3676
• 
  Tao Huang, Lei Chen, Xiao-Jun Liu, Yu-Dong Cai:
  Predicting triplet of transcription factor - mediating enzyme - target gene by functional profiles. 3677-3681
• 
  Tai-Yue Wang, Huei-Min Chiang:
  Solving multi-label text categorization problem using support vector machine approach with membership function. 3682-3689
• 
  Shanwen Zhang, Ying-Ke Lei, Yan-Hua Wu, Jun-An Yang:
  Modified orthogonal discriminant projection for classification. 3690-3694

Letters

• 
  Zengyun Wang, Lihong Huang:
  Robust decentralized adaptive control for stochastic delayed Hopfield neural networks. 3695-3699
• 
  Moreno Marzolla:
  Fast training of support vector machines on the Cell processor. 3700-3707
• 
  Dongsheng Guo, Chenfu Yi, Yunong Zhang:
  Zhang neural network versus gradient-based neural network for time-varying linear matrix equation solving. 3708-3712
• 
  Myungwoo Oh, Hyung-Min Park:
  Blind source separation based on independent vector analysis using feed-forward network. 3713-3715
• 
  José María Martínez-Martínez, Pablo Escandell-Montero, Emilio Soria-Olivas, José David Martín-Guerrero, José Rafael Magdalena Benedicto, Juan Gómez-Sanchís:
  Regularized extreme learning machine for regression problems. 3716-3721
• 
  Hao-Xin Zhao, Hong-Jie Xing, Xi-Zhao Wang:
  Two-stage dimensionality reduction approach based on 2DLDA and fuzzy rough sets technique. 3722-3727

Corrigendum

• 
  Somayeh Raiesdana:
  Corrigendum to "An evolutionary network model of epileptic phenomena" [Neurocomputing 74 (4) (2011) 617-628]. 3728

Volume 74, Number 18, November 2011

Regular Papers

• 
  Francisco Javier Díaz Pernas, Míriam Antón-Rodríguez, F. Perozo-Rondón, David González Ortega:
  A multi-scale supervised orientational invariant neural architecture for natural texture classification. 3729-3740
• 
  Meiqin Liu, Donglian Qi, Senlin Zhang, Meikang Qiu, Shiyou Zheng:
  Optimal H_∞ fusion filters for a class of discrete-time intelligent systems with time delays and missing measurement. 3741-3752
• 
  Tinggang Jia, Yuanyuan Zou, Yugang Niu:
  Adaptive neural control for uncertain systems subject to actuator failure. 3753-3759
• 
  Jiwen Lu, Yap-Peng Tan:
  Improved discriminant locality preserving projections for face and palmprint recognition. 3760-3767
• 
  Yang Lu, Weijian Ren, Shujuan Yi, Yuhu Zuo:
  Stability analysis for discrete delayed Markovian jumping neural networks with partly unknown transition probabilities. 3768-3772
• 
  Chew Chun Ming, Mohamed Azlan Hussain, Mohamed Kheireddine Aroua:
  Neural network based controller for Cr⁶⁺-Fe²⁺ batch reduction process. 3773-3784
• 
  Jianfeng Shen, Bin Ju, Tao Jiang, Jingjing Ren, Miao Zheng, Chengwei Yao, Lanjuan Li:
  Column subset selection for active learning in image classification. 3785-3792
• 
  Shushuang Man, Dawei Hong, Michael A. Palis, Joseph V. Martin:
  A computational model for signaling pathways in bounded small-world networks corresponding to brain size. 3793-3799
• 
  Wei Hua, Xiaofei He:
  Discriminative concept factorization for data representation. 3800-3807
• 
  Jian Feng, Shenquan Wang, Zhanshan Wang:
  Stochastic synchronization in an array of neural networks with hybrid nonlinear coupling. 3808-3815
• 
  Jiang-Bo Yin, Tao Li, Hong-Bin Shen:
  Gaussian kernel optimization: Complex problem and a simple solution. 3816-3822
• 
  Hanxuan Yang, Ling Shao, Feng Zheng, Liang Wang, Zhan Song:
  Recent advances and trends in visual tracking: A review. 3823-3831
• 
  Chung-Chian Hsu, Shu-Han Lin, Wei-Shen Tai:
  Apply extended self-organizing map to cluster and classify mixed-type data. 3832-3842
• 
  Patrick Crotty, Thomas Sangrey:
  Optimization of battery strengths in the Hodgkin-Huxley model. 3843-3854
• 
  Iffat A. Gheyas, Leslie S. Smith:
  A novel neural network ensemble architecture for time series forecasting. 3855-3864
• 
  Mustapha Barakat, Fabrice Druaux, Dimitri Lefebvre, Mohamad Khalil, Oussama Mustapha:
  Self adaptive growing neural network classifier for faults detection and diagnosis. 3865-3876
• 
  Fang Xu, Zhang Yi:
  Convergence analysis of a class of simplified background neural networks with two subnetworks. 3877-3883
• 
  John Eric Steephen:
  Excitability range of medium spiny neurons widens through the combined effects of inward rectifying potassium current inactivation and dopaminergic modulation. 3884-3897
• 
  Xiangyang Wang, Qin-Yan Wang, Hong-Ying Yang, Juan Bu:
  Color image segmentation using automatic pixel classification with support vector machine. 3898-3911
• 
  Edita Sakyte, Minvydas Ragulskis:
  Self-calming of a random network of dendritic neurons. 3912-3920
• 
  Hsin-Hsiung Huang, Yi-Ren Yeh:
  An iterative algorithm for robust kernel principal component analysis. 3921-3930
• 
  Mingli Song, Witold Pedrycz:
  From local neural networks to granular neural networks: A study in information granulation. 3931-3940

Letters

• 
  Yu Chen, Xiaohong Xu, Jian-Huang Lai:
  Optimal locality preserving projection for face recognition. 3941-3945
• 
  Yong Xu, Qi Zhu, David Zhang:
  Combine crossing matching scores with conventional matching scores for bimodal biometrics and face and palmprint recognition experiments. 3946-3952