IEEE Transactions on Neural Networks, Volume 13
Volume 13, Number 1, January 2002
Clifford Lau: In memoriam: walter j. karplus. 1- Jacek M. Zurada: Editorial - year 2002: submission options streamlined. 2
- Sushmita Mitra, Sankar K. Pal, Pabitra Mitra: Data mining in soft computing framework: a survey. 3-14
- Vinay Deolalikar: A two-layer paradigm capable of forming arbitrary decision regions in input space. 15-21
- James T. Lo, Devasis Bassu: Adaptive multilayer perceptrons with long- and short-term memories. 22-33
- Daniel S. Yeung, Xuequan Sun: Using function approximation to analyze the sensitivity of MLP with antisymmetric squashing activation function. 34-44
- Aluizio F. R. Araújo, Guilherme De A. Barreto: Context in temporal sequence processing: a self-organizing approach and its application to robotics. 45-57
- Eduardo Gómez-Sánchez, Yannis A. Dimitriadis, J. Manuel Cano Izquierdo, Juan López Coronado: μARTMAP: use of mutual information for category reduction in Fuzzy ARTMAP. 58-69
- Koji Tsuda, Masashi Sugiyama, Klaus-Robert Müller: Subspace information criterion for nonquadratic regularizers-Model selection for sparse regressors. 70-80
- Andrea Di Blas, Arun Jagota, Richard Hughey: Energy function-based approaches to graph coloring. 81-91
- Hidehiro Nakano, Toshimichi Saito: Basic dynamics from a pulse-coupled network of autonomous integrate-and-fire chaotic circuits. 92-100
- Juan Luis Castro, Carlos Javier Mantas, José Manuel Benítez: Interpretation of artificial neural networks by means of fuzzy rules. 101-116
- Shahram Hosseini, Christian Jutten: Maximum likelihood neural approximation in presence of additive colored noise. 117-131
- Jesús González, Ignacio Rojas, Julio Ortega, Alberto Prieto: A new clustering technique for function approximation. 132-142
- Giansalvo Cirrincione, Maurizio Cirrincione, Jeanny Hérault, Sabine Van Huffel: The MCA EXIN neuron for the minor component analysis. 160-187
- Ming Zhang, Shuxiang Xu, John Fulcher: Neuron-adaptive higher order neural-network models for automated financial data modeling. 188-204
- Tim Schönauer, Sahin Atasoy, Nasser Mehrtash, Heinrich Klar: NeuroPipe-Chip: A digital neuro-processor for spiking neural networks. 205-213
- Ch. Tsitouras: Neural networks with multidimensional transfer functions. 222-228
- Chun-Hua Yang, Geert Deconinck, Wei-Hua Gui, Yonggang Li: An optimal power-dispatching system using neural networks for the electrochemical process of zinc depending on varying prices of electricity. 229-236
- Hujun Yin: ViSOM - a novel method for multivariate data projection and structure visualization. 237-243
- Xue-Bin Liang: Effect of transmission delay on the rate of convergence of a class of nonlinear contractive dynamical systems. 244-248
- Chih-Jen Lin: Asymptotic convergence of an SMO algorithm without any assumptions. 248-250
- Linshan Wang: Comments on "Robust stability for interval Hopfield neural networks with time delay" by X.F. Liao. 250-251
- Xinghuo Yu, Mehmet Önder Efe, Okyay Kaynak: A general backpropagation algorithm for feedforward neural networks learning. 251-254
- Sumio Watanabe: Errata to "learning efficiency of redundant neural networks in bayesian estimation". 254
Volume 13, Number 2, March 2002
- Angelo Alessandri, Marcello Sanguineti, Manfredi Maggiore: Optimization-based learning with bounded error for feedforward neural networks. 261-273
- Eugene Lavretsky: On the geometric convergence of neural approximations. 274-282
- Lutz Leistritz, Miroslaw Galicki, Herbert Witte, Eberhard F. Kochs: Training trajectories by continuous recurrent multilayer networks. 283-291
- Nikita Barabanov, Danil V. Prokhorov: Stability analysis of discrete-time recurrent neural networks. 292-303
- Eric A. Rying, Griff L. Bilbro, Jye-Chyi Lu: Focused local learning with wavelet neural networks. 304-319
- Youshen Xia, Henry Leung, Éloi Bossé: Neural data fusion algorithms based on a linearly constrained least square method. 320-329
- Donq-Liang Lee: Pattern sequence recognition using a time-varying Hopfield network. 330-342
- Daniel Patiño, Ricardo O. Carelli, Benjamín R. Kuchen: Neural networks for advanced control of robot manipulators. 343-354
- Jan Dimon Bendtsen, Klaus Trangbaek: Robust quasi-LPV control based on neural state-space models. 355-368
- Yajun Zhang, Zhi-Qiang Liu: Self-splitting competitive learning: a new on-line clustering paradigm. 369-380
- Jayanta Basak, Anirban Das: Hough transform network: learning conoidal structures in a connectionist framework. 381-392
- Sunil K. Sinha, Fakhri Karray: Classification of underground pipe scanned images using feature extraction and neuro-fuzzy algorithm. 393-401
- Antonello Rizzi, Massimo Panella, Fabio Massimo Frattale Mascioli: Adaptive resolution min-max classifiers. 402-414
- Sander M. Bohte, Han La Poutré, Joost N. Kok: Unsupervised clustering with spiking neurons by sparse temporal coding and multilayer RBF networks. 426-435
- Lan Wang, Ke Chen, Huisheng Chi: Capture interspeaker information with a neural network for speaker identification. 436-445
- Magdy M. A. Salama, R. Bartnikas: Determination of neural-network topology for partial discharge pulse pattern recognition. 446-456
- Xue-Bin Liang: On the analysis of a recurrent neural network for solving nonlinear monotone variational inequality problems. 481-486
- Ramaswamy Palaniappan, Paramesran Raveendran, Sigeru Omatu: VEP optimal channel selection using genetic algorithm for neural network classification of alcoholics. 486-491
Volume 13, Number 3, May 2002
- Malik Magdon-Ismail, Amir F. Atiya: Density estimation and random variate generation using multilayer networks. 497-520
- Simone Fiori: A theory for learning based on rigid bodies dynamics. 521-531
- Jean-Pierre Martens, Nico Weymaere: An equalized error backpropagation algorithm for the on-line training of multilayer perceptrons. 532-541
- Sheng-Uei Guan, Shanchun Li: Parallel growing and training of neural networks using output parallelism. 542-550
- K. Gopalsamy, S. Sariyasa: Time delays and stimulus-dependent pattern formation in periodic environments in isolated neurons. 551-563
- Rudy Setiono, Wee Kheng Leow, Jacek M. Zurada: Extraction of rules from artificial neural networks for nonlinear regression. 564-577
- Chih-Hsiu Wei, Chin-Shyurng Fahn: The multisynapse neural network and its application to fuzzy clustering. 600-618
- Manuel A. Sánchez-Montañés, Peter König, Paul F. M. J. Verschure: Learning sensory maps with real-world stimuli in real time using a biophysically realistic learning rule. 619-632
- Yunong Zhang, Jun Wang: Global exponential stability of recurrent neural networks for synthesizing linear feedback control systems via pole assignment. 633-644
- José del R. Millán, Josep Mouriño, Marco Franzé, Febo Cincotti, Markus Varsta, Jukka Heikkonen, Fabio Babiloni: A local neural classifier for the recognition of EEG patterns associated to mental tasks. 678-686
- Deng Jianping, Narasimhan Sundararajan, P. Saratchandran: Communication channel equalization using complex-valued minimal radial basis function neural networks. 687-696
- Meng Joo Er, Shiqian Wu, Juwei Lu, Hock Lye Toh: Face recognition with radial basis function (RBF) neural networks. 697-710
- Dong-Chul Park, Tae-Kyun Jung Jeong: Complex-bilinear recurrent neural network for equalization of a digital satellite channel. 711-725
- Peter J. Edwards, Andrew M. Peacock, David S. Renshaw, John M. Hannah, Alan F. Murray: Minimizing risk using prediction uncertainty in neural network estimation fusion and its application to papermaking. 726-731
- Rastko R. Selmic, Frank L. Lewis: Neural-network approximation of piecewise continuous functions: application to friction compensation. 745-751
- Manabu Torii, Martin T. Hagan: Stability of steepest descent with momentum for quadratic functions. 752-756
- Ping Guo, C. L. Philip Chen, Michael R. Lyu: Cluster number selection for a small set of samples using the Bayesian Ying-Yang model. 757-763
- Ganesh K. Venayagamoorthy, Ronald G. Harley, Donald C. Wunsch: Comparison of heuristic dynamic programming and dual heuristic programming adaptive critics for neurocontrol of a turbogenerator. 764-773
- George D. Magoulas, Vassilis P. Plagianakos, Michael N. Vrahatis: Globally convergent algorithms with local learning rates. 774-779
- Mark Girolami: Mercer kernel-based clustering in feature space. 780-784
Volume 13, Number 4, July 2002
- Ling Guan, Tülay Adali, Shigeru Katagiri, Jan Larsen, Jose C. Principe: Guest editorial special issue on intelligent multimedia processing. 789-792
- Milind R. Naphade, Thomas S. Huang: Extracting semantics from audio-visual content: the final frontier in multimedia retrieval. 793-810
- Guodong Guo, Anil K. Jain, Wei-Ying Ma, Hong-Jiang Zhang: Learning similarity measure for natural image retrieval with relevance feedback. 811-820
- Paisarn Muneesawang, Ling Guan: Automatic machine interactions for content-based image retrieval using a self-organizing tree map architecture. 821-834
- Ponnuthurai Nagaratnam Suganthan: Shape indexing using self-organizing maps. 835-840
- Jorma Laaksonen, Markus Koskela, Erkki Oja: PicSOM-self-organizing image retrieval with MPEG-7 content descriptors. 841-853
- Satoshi Nakamura: Statistical multimodal integration for audio-visual speech processing. 854-866
- Gianandrea Cocchi, Aurelio Uncini: Subband neural networks prediction for on-line audio signal recovery. 867-876
- Itshak Lapidot, Hugo Guterman, Arnon Cohen: Unsupervised speaker recognition based on competition between self-organizing maps. 877-887
- Allan Kardec Barros, Tomasz M. Rutkowski, Fumitada Itakura, Noboru Ohnishi: Estimation of speech embedded in a reverberant and noisy environment by independent component analysis and wavelets. 888-893
- Eric Vatikiotis-Bateson, Hani Yehia: Speaking mode variability in multimodal speech production. 894-899
- Pengyu Hong, Zhen Wen, Thomas S. Huang: Real-time speech-driven face animation with expressions using neural networks. 916-927
- Rainer Stiefelhagen, Jie Yang, Alex Waibel: Modeling focus of attention for meeting indexing based on multiple cues. 928-938
- Paolo Gastaldo, Stefano Rovetta, Rodolfo Zunino: Objective quality assessment of MPEG-2 video streams by using CBP neural networks. 939-947
- Ying Wu, Thomas S. Huang: Nonstationary color tracking for vision-based human-computer interaction. 948-960
- Xiaoou Tang, Xinbo Gao, Jianzhuang Liu, HongJiang Zhang: A spatial-temporal approach for video caption detection and recognition. 961-971
- Lizhong Wu, Sharon L. Oviatt, Philip R. Cohen: From members to teams to committee-a robust approach to gestural and multimodal recognition. 972-982
- Radu Dogaru, Pedro Julián, Leon O. Chua, Manfred Glesner: The simplicial neural cell and its mixed-signal circuit implementation: an efficient neural-network architecture for intelligent signal processing in portable multimedia applications. 995-1008
- Eiji Mizutani, Kenichi Nishio: Multi-illuminant color reproduction for electronic cameras via CANFIS neuro-fuzzy modular network device characterization. 1009-1022
- Lei Xu: Errata to "BYY harmony learning, independent state space, and generalized apt financial analyses". 1023
- Sheng Chen, Steve R. Gunn, Chris J. Harris: Errata to "The relevance vector machine technique for channel equalization application". 1024
- Chih-Jen Lin: Errata to "On the convergence of the decomposition method for support vector machines". 1025
- Chih-Jen Lin: Errata to "A comparison of methods for multiclass support vector machines". 1026-1027
Volume 13, Number 5, September 2002
- Piero P. Bonissone: Welcome to the IEEE Neural Networks Society. 1033
- Deniz Erdogmus, José Carlos Príncipe: Generalized information potential criterion for adaptive system training. 1035-1044
- Chih-Jen Lin: A formal analysis of stopping criteria of decomposition methods for support vector machines. 1045-1052
- Yunong Zhang, Danchi Jiang, Jun Wang: A recurrent neural network for solving Sylvester equation with time-varying coefficients. 1053-1063
- Nikolaos Ampazis, Stavros J. Perantonis: Two highly efficient second-order algorithms for training feedforward networks. 1064-1074
- Yun-Chung Chu: Bounds of the incremental gain for discrete-time recurrent neural networks. 1087-1098
- Mahmood R. Azimi-Sadjadi, De Yao, Arta A. Jamshidi, Gerald J. Dobeck: Underwater target classification in changing environments using an adaptive feature mapping. 1099-1111
- Liying Ma, Khashayar Khorasani: Application of adaptive constructive neural networks to image compression. 1112-1126
- Temujin Gautama, Marc M. Van Hulle: A phase-based approach to the estimation of the optical flow field using spatial filtering. 1127-1136
- Alvin Wen-Yu Su, Sheng-Fu Liang: A class of physical modeling recurrent networks for analysis/synthesis of plucked string instruments. 1137-1148
- Ryan Mukai, Victor A. Vilnrotter, Payman Arabshahi, Vahraz Jamnejad: Adaptive acquisition and tracking for deep space array feed antennas. 1149-1162
- Sankar K. Pal, Varun Talwar, Pabitra Mitra: Web mining in soft computing framework: relevance, state of the art and future directions. 1163-1177
- Jin Liu, Martin A. Brooke, Kenichi Hirotsu: A CMOS feedforward neural-network chip with on-chip parallel learning for oscillation cancellation. 1178-1186
- Jui-Cheng Yen: A new k-groups neural network. 1187-1192
- Gabriel Lera, Miguel Pinzolas: Neighborhood based Levenberg-Marquardt algorithm for neural network training. 1200-1203
- Marco Saerens, Patrice Latinne, Christine Decaestecker: Any reasonable cost function can be used for a posteriori probability approximation. 1204-1210
- K. Z. Mao: RBF neural network center selection based on Fisher ratio class separability measure. 1211-1217
- K. Z. Mao: Fast orthogonal forward selection algorithm for feature subset selection. 1218-1224
- S. Sathiya Keerthi: Efficient tuning of SVM hyperparameters using radius/margin bound and iterative algorithms. 1225-1229
- Mauro Forti: Some extensions of a new method to analyze complete stability of neural networks. 1230-1238
- Sabri Arik: An analysis of global asymptotic stability of delayed cellular neural networks. 1239-1242
- Xia Hong, Chris J. Harris: Nonlinear model structure design and construction using orthogonal least squares and D-optimality design. 1245-1250
Volume 13, Number 6, November 2002
- Vassilis P. Plagianakos, George D. Magoulas, Michael N. Vrahatis: Deterministic nonmonotone strategies for effective training of multilayer perceptrons. 1268-1284
- Chitra Panchapakesan, Marimuthu Palaniswami, Daniel Ralph, Chris Manzie: Effects of moving the center's in an RBF network. 1299-1307
- Chen-Chia Chuang, Shun-Feng Su, Jin-Tsong Jeng, Chih-Ching Hsiao: Robust support vector regression networks for function approximation with outliers. 1322-1330
- Andreas Rauber, Dieter Merkl, Michael Dittenbach: The growing hierarchical self-organizing map: exploratory analysis of high-dimensional data. 1331-1341
- Pedro J. Zufiria: On the discrete-time dynamics of the basic Hebbian neural network node. 1342-1352
- Jacques M. Bahi, Sylvain Contassot-Vivier: Stability of fully asynchronous discrete-time discrete-state dynamic networks. 1353-1363
- Pedro A. Castillo Valdivieso, Juan Julián Merelo Guervós, Alberto Prieto, Ignacio Rojas, Gustavo Romero: Statistical analysis of the parameters of a neuro-genetic algorithm. 1374-1394
- Oscar Castillo, Patricia Melin: Hybrid intelligent systems for time series prediction using neural networks, fuzzy logic, and fractal theory. 1395-1408
- Shuzhi Sam Ge, Jing Wang: Robust adaptive neural control for a class of perturbed strict feedback nonlinear systems. 1409-1419
- Naira Hovakimyan, Flavio Nardi, Anthony J. Calise, Nakwan Kim: Adaptive output feedback control of uncertain nonlinear systems using single-hidden-layer neural networks. 1420-1431
- Athanasios Kehagias, Vassilios Petridis: Predictive modular neural networks for unsupervised segmentation of switching time series: the data allocation problem. 1432-1449
- Marian Stewart Bartlett, Javier R. Movellan, Terrence J. Sejnowski: Face recognition by independent component analysis. 1450-1464
- Shafayat Abrar, Azzedine Zerguine, Maamar Bettayeb: Recursive least-squares backpropagation algorithm for stop-and-go decision-directed blind equalization. 1472-1481
- Dimitris G. Triantafyllidis, Dimitris P. Labridis: A finite-element mesh generator based on growing neural networks. 1482-1496
- Shih-Chii Liu, Bradley A. Minch: Silicon synaptic adaptation mechanisms for homeostasis and contrast gain control. 1497-1503
- Martin T. Hill, Edward E. E. Frietman, Huug de Waardt, Giok-Djan Khoe, Harm J. S. Dorren: All fiber-optic neural network using coupled SOA based ring lasers. 1504-1513
- David Braendler, Tim Hendtlass, Peter G. O'Donoghue: Deterministic bit-stream digital neurons. 1514-1525
- Yuyao He: Chaotic simulated annealing with decaying chaotic noise. 1526-1531
- Teong Chee Chuah, Bayan S. Sharif, Oliver R. Hinton: Robust CDMA multiuser detection using a neural-network approach. 1532-1539
- Gian Luca Foresti, Christian Micheloni: Generalized neural trees for pattern classification. 1540-1547
- Sunan Huang, Kok Kiong Tan, Tong Heng Lee: A decentralized control of interconnected systems using neural networks. 1554-1557
- Robert D. Stewart, Iris Fermin, Manfred Opper: Region growing with pulse-coupled neural networks: an alternative to seeded region growing. 1557-1562
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