Volume 17, Number 1, January 2006
- Kazushi Ikeda:
Effects of kernel function on Nu support vector machines in extreme cases.
1-9

- Monica Bianchini, Marco Gori, Lorenzo Sarti, Franco Scarselli:
Recursive processing of cyclic graphs.
10-18

- Yong Xu, Kwok-Wo Wong, Chi-Sing Leung:
Generalized RLS approach to the training of neural networks.
19-34

- Vivien Rossi, Jean-Pierre Vila:
Bayesian multioutput feedforward neural networks comparison: a conjugate prior approach.
35-47

- Ivor Wai-Hung Tsang, James Tin-Yau Kwok:
Efficient hyperkernel learning using second-order cone programming.
48-58

- Sylvain Chartier, Mounir Boukadoum:
A sequential dynamic heteroassociative memory for multistep pattern recognition and one-to-many association.
59-68

- Jinn-Tsong Tsai, Jyh-Horng Chou, Tung-Kuan Liu:
Tuning the structure and parameters of a neural network by using hybrid Taguchi-genetic algorithm.
69-80

- Rory G. Mulvaney, Dhananjay S. Phatak:
Generalized haar DWT and transformations between decision trees and neural networks.
81-93

- Waldemar Swiercz, Krzysztof J. Cios, Kevin Staley, Lukasz A. Kurgan, Frank Accurso, Scott Sagel:
A new synaptic plasticity rule for networks of spiking neurons.
94-105

- Shangjiang Guo, Lihong Huang:
Stability analysis of Cohen-Grossberg neural networks.
106-117

- Farzaneh Abdollahi, Heidar A. Talebi, Rajnikant V. Patel:
A stable neural network-based observer with application to flexible-joint manipulators.
118-129

- Cong Wang, David J. Hill:
Learning from neural control.
130-146

- Wenzhi Gao, Rastko R. Selmic:
Neural network control of a class of nonlinear systems with actuator saturation.
147-156

- Haifeng Li, Tao Jiang, Keshu Zhang:
Efficient and robust feature extraction by maximum margin criterion.
157-165

- Juwei Lu, Konstantinos N. Plataniotis, Anastasios N. Venetsanopoulos, Stan Z. Li:
Ensemble-based discriminant learning with boosting for face recognition.
166-178

- Samer A. Abdallah, Mark D. Plumbley:
Unsupervised analysis of polyphonic music by sparse coding.
179-196

- Seiji Kameda, Tetsuya Yagi:
An analog silicon retina with multichip configuration.
197-210

- Giacomo Indiveri, Elisabetta Chicca, Rodney J. Douglas:
A VLSI array of low-power spiking neurons and bistable synapses with spike-timing dependent plasticity.
211-221

- Massoud Momeni, Albert H. Titus:
An analog VLSI chip emulating polarization vision of octopus retina.
222-232

- Wenming Zheng, Xiaoyan Zhou, Cairong Zou, Li Zhao:
Facial expression recognition using kernel canonical correlation analysis (KCCA).
233-238

- Chunling Yang, Yong Yu, Dongyang Zhao, Guoliang Zhao:
Study on modeling of multispectral emissivity and optimization algorithm.
238-242

- Sunan Huang, Kok Kiong Tan, Tong Heng Lee:
Nonlinear adaptive control of interconnected systems using neural networks.
243-246

- Ming-Jung Seow, Vijayan K. Asari:
Recurrent neural network as a linear attractor for pattern association.
246-250

- Yong He, Min Wu, Jin-Hua She:
An improved global asymptotic stability criterion for delayed cellular neural networks.
250-252

- Mao Ye:
Global convergence analysis of a discrete time nonnegative ICA algorithm.
253-256

- Anna Szymkowiak-Have, Mark Girolami, Jan Larsen:
Clustering via kernel decomposition.
256-264

- Pingzhou Liu, Qing-Long Han:
On stability of recurrent neural networks-an approach from volterra integro-differential equations.
264-267

- Yongjun Deng, Zhixing Yang:
Comments on "Complex-bilinear recurrent neural network for equalization of a digital Satellite Channel".
268

Volume 17, Number 2, March 2006
- Alfred Jean Philippe Lauret, Eric Fock, Thierry Alex Mara:
A node pruning algorithm based on a Fourier amplitude sensitivity test method.
273-293

- Chung-Chian Hsu:
Generalizing self-organizing map for categorical data.
294-304

- Erik Berglund, Joaquin Sitte:
The parameterless self-organizing map algorithm.
305-316

- Weishui Wan:
Implementing online natural gradient learning: problems and solutions.
317-329

- David A. Elizondo:
The linear separability problem: some testing methods.
330-344

- Marko Jankovic, Hidemitsu Ogawa:
Modulated Hebb-Oja learning Rule-a method for principal subspace analysis.
345-356

- Marcin Witczak:
Toward the training of feed-forward neural networks with the D-optimum input sequence.
357-373

- Terence A. Etchells, Paulo J. G. Lisboa:
Orthogonal search-based rule extraction (OSRE) for trained neural networks: a practical and efficient approach.
374-384

- Sylvain Chartier, Mounir Boukadoum:
A bidirectional heteroassociative memory for binary and grey-level patterns.
385-396

- Jacques M. Bahi, Sylvain Contassot-Vivier:
Basins of attraction in fully asynchronous discrete-time discrete-state dynamic networks.
397-408

- Huajin Tang, Kay Chen Tan, Eu Jin Teoh:
Dynamics analysis and analog associative memory of networks with LT neurons.
409-418

- Yuanqing Li, Andrzej Cichocki, Shun-ichi Amari:
Blind estimation of channel parameters and source components for EEG signals: a sparse factorization approach.
419-431

- Faa-Jeng Lin, Hsin-Jang Shieh, Po-Kai Huang:
Adaptive wavelet neural network control with hysteresis estimation for piezo-positioning mechanism.
432-444

- Jeongho Cho, José Carlos Príncipe, Deniz Erdogmus, Mark A. Motter:
Modeling and inverse controller design for an unmanned aerial vehicle based on the self-organizing map.
445-460

- Sukumar Mishra:
Neural-network-based adaptive UPFC for improving transient stability performance of power system.
461-470

- Gavin C. Cawley, Nicola L. C. Talbot, Gareth J. Janacek, Mike W. Peck:
Sparse bayesian kernel survival analysis for modeling the growth domain of microbial pathogens.
471-481

- Zhijun Yang, Alan F. Murray, Florentin Wörgötter, Katherine L. Cameron, Vasin Boonsobhak:
A neuromorphic depth-from-motion vision model with STDP adaptation.
482-495

- Susanne Still, Klaus Hepp, Rodney J. Douglas:
Neuromorphic walking gait control.
496-508

- Hongbin Du, Huihe Shao, Pingjing Yao:
Adaptive neural network control for a class of low-triangular-structured nonlinear systems.
509-514

- Xiaoqin Zeng, Yingfeng Wang, Kang Zhang:
Computation of Adalines' sensitivity to weight perturbation.
515-519

- Giovanni Costantini, Daniele Casali, Renzo Perfetti:
Associative memory design for 256 gray-level images using a multilayer neural network.
519-522

- Naimin Zhang, Wei Wu, Gaofeng Zheng:
Convergence of gradient method with momentum for two-Layer feedforward neural networks.
522-525

- Hua Deng, Han-Xiong Li:
On the new method for the control of discrete nonlinear dynamic systems using neural networks.
526-529

- Temujin Gautama, Marc M. Van Hulle:
Batch map extensions of the kernel-based maximum entropy learning rule.
529-532

- Jing Liu, Weicai Zhong, Licheng Jiao:
Comments on "The 1993 DIMACS graph coloring Challenge" and "Energy function-based approaches to graph Coloring".
533

Volume 17, Number 3, May 2006
- Jiann-Ming Wu, Zheng-Han Lin, Pei-Hsun Hsu:
Function approximation using generalized adalines.
541-558

- Peter Sussner, Marcos Eduardo Valle:
Gray-scale morphological associative memories.
559-570

- Kei Kobayashi, Fumiyasu Komaki:
Information criteria for support vector machines.
571-577

- Leonardo Franco, Martin Anthony:
The influence of oppositely classified examples on the generalization complexity of Boolean functions.
578-590

- Jussi Pakkanen, Jukka Iivarinen, Erkki Oja:
The evolving tree-analysis and applications.
591-603

- Zheng Rong Yang:
A novel radial basis function neural network for discriminant analysis.
604-612

- Luis Weruaga, Barbara Kieslinger:
Tikhonov training of the CMAC neural network.
613-622

- Zhigang Zeng, Jun Wang:
Improved conditions for global exponential stability of recurrent neural networks with time-varying delays.
623-635

- Witold Pedrycz, Marek Reformat, Kuwen Li:
OR/AND neurons and the development of interpretable logic models.
636-658

- Han-Xiong Li, Hua Deng:
An approximate internal model-based neural control for unknown nonlinear discrete processes.
659-670

- Michael E. Mavroforakis, Sergios Theodoridis:
A geometric approach to Support Vector Machine (SVM) classification.
671-682

- Stefanos Zafeiriou, Anastasios Tefas, Ioan Buciu, Ioannis Pitas:
Exploiting discriminant information in nonnegative matrix factorization with application to frontal face verification.
683-695

- B. Fei, Jinbai Liu:
Binary tree of SVM: a new fast multiclass training and classification algorithm.
696-704

- Shigang Yue, F. Claire Rind:
Collision detection in complex dynamic scenes using an LGMD-based visual neural network with feature enhancement.
705-716

- Vikramjit Mitra, Chia-Jiu Wang, Satarupa Banerjee:
Lidar detection of underwater objects using a neuro-SVM-based architecture.
717-731

- Lotfi Ben Romdhane:
A softmin-based neural model for causal reasoning.
732-744

- Cesare Alippi, Fabio Scotti:
Exploiting application locality to design low-complexity, highly performing, and power-aware embedded classifiers.
745-754

- Hsin Chen, P. C. D. Fleury, Alan F. Murray:
Continuous-valued probabilistic behavior in a VLSI generative model.
755-770

- Alejandro Linares-Barranco, Gabriel Jiménez-Moreno, Bernabé Linares-Barranco, Antón Civit Balcells:
On algorithmic rate-coded AER generation.
771-788

- Chong Wang, Wenyuan Wang:
Links between PPCA and subspace methods for complete Gaussian density estimation.
789-792

- DucDung Nguyen, Tu Bao Ho:
A bottom-up method for simplifying support vector solutions.
792-796

- Pei Gao, Wai Lok Woo, Satnam Singh Dlay:
Nonlinear signal separation for multinonlinearity constrained mixing model.
796-802

- Phill Rowcliffe, Jianfeng Feng, Hilary Buxton:
Spiking perceptrons.
803-807

- Riccardo Rizzo, Antonio Chella:
A comparison between habituation and conscience mechanism in self-organizing maps.
807-810

- Steven Van Vaerenbergh, Ignacio Santamaría:
A spectral clustering approach to underdetermined postnonlinear blind source separation of sparse sources.
811-814

- Zidong Wang, Yurong Liu, Maozhen Li, Xiaohui Liu:
Stability analysis for stochastic Cohen-Grossberg neural networks with mixed time delays.
814-820

- Michael R. Buehner, Peter Michael Young:
A tighter bound for the echo state property.
820-824

Volume 17, Number 4, July 2006
- Kazunori Iwata, Kazushi Ikeda, Hideaki Sakai:
A statistical property of multiagent learning based on Markov decision process.
829-842

- Sebastian Weng, Heiko Wersing, Jochen J. Steil, Helge Ritter:
Learning lateral interactions for feature binding and sensory segmentation from prototypic basis interactions.
843-862

- Guang-Bin Huang, Qin-Yu Zhu, Chee Kheong Siew:
Real-time learning capability of neural networks.
863-878

- Guang-Bin Huang, Lei Chen, Chee Kheong Siew:
Universal approximation using incremental constructive feedforward networks with random hidden nodes.
879-892

- Pai-Hsuen Chen, Rong-En Fan, Chih-Jen Lin:
A study on SMO-type decomposition methods for support vector machines.
893-908

- R. Kamimura:
Cooperative information maximization with Gaussian activation functions for self-organizing maps.
909-918

- Derong Liu, Xiaoxu Xiong, Bhaskar DasGupta, Huaguang Zhang:
Motif discoveries in unaligned molecular sequences using self-organizing neural networks.
919-928

- Razvan Andonie, Lucian Sasu:
Fuzzy ARTMAP with input relevances.
929-941

- David Wedge, David Ingram, David McLean, Clive G. Mingham, Zuhair Bandar:
On global-local artificial neural networks for function approximation.
942-952

- Gerardo Loreto, Ruben Garrido:
Stable neurovisual servoing for robot manipulators.
953-965

- Constantinos Constantinopoulos, Aristidis Likas:
An incremental training method for the probabilistic RBF network.
966-974

- Youshen Xia, Henry Leung:
Nonlinear spatial-temporal prediction based on optimal fusion.
975-988

- Lipo Wang, Haixiang Shi:
A gradual noisy chaotic neural network for solving the broadcast scheduling problem in packet radio networks.
989-1000

- N. K. Roy, Walter D. Potter, D. P. Landau:
Polymer property prediction and optimization using neural networks.
1001-1014

- Baranidharan Raman, P. A. Sun, Agustin Gutierrez-Galvez, Ricardo Gutierrez-Osuna:
Processing of chemical sensor arrays with a biologically inspired model of olfactory coding.
1015-1024

- Ryan J. Kier, J. C. Ames, Randall D. Beer, Reid R. Harrison:
Design and implementation of multipattern generators in analog VLSI.
1025-1038

- L. J. Cao, S. Sathiya Keerthi, Chong Jin Ong, J. Q. Zhang, U. Periyathamby, Xiu Ju Fu, H. P. Lee:
Parallel sequential minimal optimization for the training of support vector machines.
1039-1049

- Eduardo Ros, Eva M. Ortigosa, Rodrigo Agís, Richard R. Carrillo, Mike Arnold:
Real-time computing platform for spiking neurons (RT-spike).
1050-1063

- Xia Hong:
A fast identification algorithm for box-cox transformation based radial basis function neural network.
1064-1069

- DaeEun Kim:
Neural network mechanism for the orientation behavior of sand scorpions towards prey.
1070-1076

- Yong He, Qing-Guo Wang, Min Wu, Chong Lin:
Delay-dependent state estimation for delayed neural networks.
1077-1081

- Qingshan Liu, Xiaoou Tang, Hanqing Lu, Songde Ma:
Face recognition using kernel scatter-difference-based discriminant analysis.
1081-1085

- Renzo Perfetti, Elisa Ricci:
Analog neural network for support vector machine learning.
1085-1091

- Angel Navia-Vázquez, D. Gutiérrez-González, Emilio Parrado-Hernández, J. J. Navarro-Abellan:
Distributed support vector machines.
1091-1097

Volume 17, Number 5, September 2006
- Jiang Li, Michael T. Manry, Pramod Lakshmi Narasimha, Changhua Yu:
Feature Selection Using a Piecewise Linear Network.
1101-1115

- Laxmidhar Behera, Swagat Kumar, Awhan Patnaik:
On Adaptive Learning Rate That Guarantees Convergence in Feedforward Networks.
1116-1125

- Ivor Wai-Hung Tsang, James Tin-Yau Kwok, Jacek M. Zurada:
Generalized Core Vector Machines.
1126-1140

- Z. Zeng, J. Wang:
Multiperiodicity of Discrete-Time Delayed Neural Networks Evoked by Periodic External Inputs.
1141-1151

- Hongtao Lu, Shun-ichi Amari:
Global Exponential Stability of Multitime Scale Competitive Neural Networks With Nonsmooth Functions.
1152-1164

- Daniele Casali, Giovanni Costantini, Renzo Perfetti, Elisa Ricci:
Associative Memory Design Using Support Vector Machines.
1165-1174

- Chun-Fei Hsu, Chih-Min Lin, Tsu-Tian Lee:
Wavelet Adaptive Backstepping Control for a Class of Nonlinear Systems.
1175-1183

- Daniel Sbarbaro, Tor Arne Johansen:
Analysis of Artificial Neural Networks for Pattern-Based Adaptive Control.
1184-1193

- Terry Windeatt:
Accuracy/Diversity and Ensemble MLP Classifier Design.
1194-1211

- Q. Li, Biing-Hwang Juang:
Study of a Fast Discriminative Training Algorithm for Pattern Recognition.
1212-1221

- Nicolaos B. Karayiannis, Yaohua Xiong:
Training Reformulated Radial Basis Function Neural Networks Capable of Identifying Uncertainty in Data Classification.
1222-1234

- Rui Araújo:
Prune-Able Fuzzy ART Neural Architecture for Robot Map Learning and Navigation in Dynamic Environments.
1235-1249

- Gonzalo Pajares:
A Hopfield Neural Network for Image Change Detection.
1250-1264

- Zbynek Koldovský, Petr Tichavský, Erkki Oja:
Efficient Variant of Algorithm FastICA for Independent Component Analysis Attaining the CramÉr-Rao Lower Bound.
1265-1277

- Anmin Zhu, Simon X. Yang:
A Neural Network Approach to Dynamic Task Assignment of Multirobots.
1278-1287

- Boaz Vigdor, Boaz Lerner:
Accurate and Fast Off and Online Fuzzy ARTMAP-Based Image Classification With Application to Genetic Abnormality Diagnosis.
1288-1300

- Kai Keng Ang, Chai Quek:
Stock Trading Using RSPOP: A Novel Rough Set-Based Neuro-Fuzzy Approach.
1301-1315

- Patrick Le Callet, Christian Viard-Gaudin, Dominique Barba:
A Convolutional Neural Network Approach for Objective Video Quality Assessment.
1316-1327

- Davide Anguita, Stefano Pischiutta, Sandro Ridella, Dario Sterpi:
Feed-Forward Support Vector Machine Without Multipliers.
1328-1331

- Guillermo Zatorre-Navarro, Nicolás J. Medrano-Marqués, S. Celma-Pueyo:
Analysis and Simulation of a Mixed-Mode Neuron Architecture for Sensor Conditioning.
1332-1335

- Chee Siong Teh, Chee Peng Lim:
Monitoring the Formation of Kernel-Based Topographic Maps in a Hybrid SOM-kMER Model.
1336-1341

- D.-L. Lee:
Improvements of Complex-Valued Hopfield Associative Memory by Using Generalized Projection Rules.
1341-1347

Volume 17, Number 6, November 2006
- S. Gaerth Pierce, Yakov Ben-Haim, Keith Worden, Graeme Manson:
Evaluation of Neural Network Robust Reliability Using Information-Gap Theory.
1349-1361

- Norikazu Takahashi, Tetsuo Nishi:
Global Convergence of Decomposition Learning Methods for Support Vector Machines.
1362-1369

- Erkki Oja, Zhijian Yuan:
The FastICA Algorithm Revisited: Convergence Analysis.
1370-1381

- F. Flentge:
Locally Weighted Interpolating Growing Neural Gas.
1382-1393

- J. Sim, W. L. Tung, Chai Quek:
FCMAC-Yager: A Novel Yager-Inference-Scheme-Based Fuzzy CMAC.
1394-1410

- Nan-Ying Liang, Guang-Bin Huang, Paramasivan Saratchandran, Narasimhan Sundararajan:
A Fast and Accurate Online Sequential Learning Algorithm for Feedforward Networks.
1411-1423

- Sheng Wan, L. E. Banta:
Parameter Incremental Learning Algorithm for Neural Networks.
1424-1438

- Jian Xun Peng, Kang Li, De-Shuang Huang:
A Hybrid Forward Algorithm for RBF Neural Network Construction.
1439-1451

- Teresa Bernarda Ludermir, Akio Yamazaki, Cleber Zanchettin:
An Optimization Methodology for Neural Network Weights and Architectures.
1452-1459

- Janusz A. Starzyk, Zhen Zhu, Yue Li:
Associative Learning in Hierarchical Self-Organizing Learning Arrays.
1460-1470

- Mauro Forti, Paolo Nistri, M. Quincampoix:
Convergence of Neural Networks for Programming Problems via a Nonsmooth Lojasiewicz Inequality.
1471-1486

- Xiaolin Hu, Jun Wang:
Solving Pseudomonotone Variational Inequalities and Pseudoconvex Optimization Problems Using the Projection Neural Network.
1487-1499

- Shubao Liu, Jun Wang:
A Simplified Dual Neural Network for Quadratic Programming With Its KWTA Application.
1500-1510

- Min Chee Choy, Dipti Srinivasan, Ruey Long Cheu:
Neural Networks for Continuous Online Learning and Control.
1511-1531

- Akira Hirose, Yasufumi Asano, Toshihiko Hamano:
Developmental Learning With Behavioral Mode Tuning by Carrier-Frequency Modulation in Coherent Neural Networks.
1532-1543

- Chieh-Neng Young, Chen-Wen Yen, Yi-Hua Pao, Mark L. Nagurka:
One-Class-at-a-Time Removal Sequence Planning Method for Multiclass Classification Problems.
1544-1549

- Hakan Cevikalp, Marian Neamtu, D. Mitch Wilkes:
Discriminative Common Vector Method With Kernels.
1550-1565

- Ernst M. Kussul, Tatiana Baidyk, Donald C. Wunsch II, Oleksandr Makeyev, A. Martn:
Permutation Coding Technique for Image Recognition Systems.
1566-1579

- Zhihong Man, Hong Ren Wu, Sophie Liu, Xinghuo Yu:
A New Adaptive Backpropagation Algorithm Based on Lyapunov Stability Theory for Neural Networks.
1580-1591

- C. Mahendra, S. Puthusserypady:
Multiuser Receiver for DS-CDMA Signals in Multipath Channels: An Enhanced Multisurface Method.
1592-1605

- Danil V. Prokhorov:
Training Recurrent Neurocontrollers for Robustness With Derivative-Free Kalman Filter.
1606-1616

- Manel Martínez-Ramón, José Luis Rojo-Álvarez, Gustavo Camps-Valls, Jordi Muñoz-Marí, Angel Navia-Vázquez, Emilio Soria-Olivas, Aníbal R. Figueiras-Vidal:
Support Vector Machines for Nonlinear Kernel ARMA System Identification.
1617-1622

- Eu Jin Teoh, Kay Chen Tan, Cheng Xiang:
Estimating the Number of Hidden Neurons in a Feedforward Network Using the Singular Value Decomposition.
1623-1629

- Yongqing Yang, Jinde Cao:
Solving Quadratic Programming Problems by Delayed Projection Neural Network.
1630-1634

- Mao Ye, Xuqian Fan, Xue Li:
A Class of Self-Stabilizing MCA Learning Algorithms.
1634-1638

- Jinn-Wen Wu, Kuang-Yow Lian:
Cellular Neural Field and Its Convergence Analysis.
1639-1641

- Hongmei He, O. Skora, E. Mkinen:
An Improved Neural Network Model for the Two-Page Crossing Number Problem.
1642-1646

- Jinde Cao, Kun Yuan, Han-Xiong Li:
Global Asymptotical Stability of Recurrent Neural Networks With Multiple Discrete Delays and Distributed Delays.
1646-1651

- Sheng Chen, Xunxian Wang, Xia Hong, Chris J. Harris:
Kernel Classifier Construction Using Orthogonal Forward Selection and Boosting With Fisher Ratio Class Separability Measure.
1652-1656

- Hiroki Kusumoto, Yoshiyasu Takefuji:
O(log2M) Self-Organizing Map Algorithm Without Learning of Neighborhood Vectors.
1656-1661

- Chiapin Wang, Po-Chiang Lin, Tsungnan Lin:
A Cross-Layer Adaptation Scheme for Improving IEEE 802.11e QoS by Learning.
1661-1665

- Teresa Serrano-Gotarredona, Bernabé Linares-Barranco:
A Low-Power Current Mode Fuzzy-ART Cell.
1666-1673

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