Volume 48,
Number 1-4,
October 2002
- Michel Verleysen, Joos Vandewalle:
Special issue on fundamental and information processing aspects of neurocomputing.
1-2
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- Gaetano Liborio Aiello:
Diffusive neural network.
3-15
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- Sander M. Bohte, Joost N. Kok, Johannes A. La Poutré:
Error-backpropagation in temporally encoded networks of spiking neurons.
17-37
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- Jochen J. Steil:
Local stability of recurrent networks with time-varying weights and inputs.
39-51
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- Zalán Heszberger, József Bíró:
An optimization neural network model with time-dependent and lossy dynamics.
53-62
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- Colin Campbell:
Kernel methods: a survey of current techniques.
63-84
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- Johan A. K. Suykens, Jos De Brabanter, Lukas Lukas, Joos Vandewalle:
Weighted least squares support vector machines: robustness and sparse approximation.
85-105
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- Axel Wismüller, Frank Vietze, Dominik R. Dersch, Johannes Behrends, Klaus Hahn, Helge Ritter:
The deformable feature map - a novel neurocomputing algorithm for adaptive plasticity in pattern analysis.
107-139
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- Ping Jiang, Rolf Unbehauen:
Iterative learning neural network control for nonlinear system trajectory tracking.
141-153
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- Joaquín Pizarro Junquera, Elisa Guerrero Vázquez, Pedro L. Galindo:
Multiple comparison procedures applied to model selection.
155-173
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- Riadh Kallel, Marie Cottrell, Vincent Vigneron:
Bootstrap for neural model selection.
175-183
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- Mark Girolami:
Latent variable models for the topographic organisation of discrete and strictly positive data.
185-198
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- Michael Dittenbach, Andreas Rauber, Dieter Merkl:
Uncovering hierarchical structure in data using the growing hierarchical self-organizing map.
199-216
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- Timo Kostiainen, Jouko Lampinen:
On the generative probability density model in the self-organizing map.
217-228
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- Thomas Villmann:
Neural maps for faithful data modelling in medicine - state-of-the-art and exemplary applications.
229-250
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- Romuald Boné, Michel Crucianu, Jean Pierre Asselin de Beauville:
Learning long-term dependencies by the selective addition of time-delayed connections to recurrent neural networks.
251-266
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- Skander Soltani:
On the use of the wavelet decomposition for time series prediction.
267-277
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- James McNames:
Local averaging optimization for chaotic time series prediction.
279-297
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- Amaury Lendasse, John Aldo Lee, Vincent Wertz, Michel Verleysen:
Forecasting electricity consumption using nonlinear projection and self-organizing maps.
299-311
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- Winfried A. Fellenz, John G. Taylor:
Establishing retinotopy by lateral-inhibition type homogeneous neural fields.
313-322
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- Francesco Panerai, Giorgio Metta, Giulio Sandini:
Learning visual stabilization reflexes in robots with moving eyes.
323-337
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- Jordi Solé i Casals, Christian Jutten, Anisse Taleb:
Parametric approach to blind deconvolution of nonlinear channels.
339-355
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- Tim W. Nattkemper, Heiko Wersing, Walter Schubert, Helge Ritter:
A neural network architecture for automatic segmentation of fluorescence micrographs.
357-367
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- Jiongtao Huang, Masafumi Hagiwara:
A combined multi-winner multidirectional associative memory.
369-389
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- Burkhard Lenze:
On a perceptron-type learning rule for higher order Hopfield neural networks including dilation and translation.
391-401
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- Faa-Jeng Lin, Rong-Jong Wai:
Hybrid computed torque controlled motor-toggle servomechanism using fuzzy neural network uncertainty observer.
403-422
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- Perambur S. Neelakanta, Apiruk Preechayasomboon:
Development of a neuroinference engine for ADSL modem applications in telecommunications using an ANN with fast computational ability.
423-441
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- Ashraf M. Abdelbar, Sahar Attia, Gene A. Tagliarini:
A hybridization of Bayesian and neural learning.
443-453
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- Dan Simon:
Training radial basis neural networks with the extended Kalman filter.
455-475
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- Derong Liu, Myron E. Hohil, Stanley H. Smith:
N-bit parity neural networks: new solutions based on linear programming.
477-488
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- Carl G. Looney:
Radial basis functional link nets and fuzzy reasoning.
489-509
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- Sergio Bermejo, Joan Cabestany:
The effect of finite sample size on on-line K-means.
511-539
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- Wei-Der Chang, Rey-Chue Hwang, Jer-Guang Hsieh:
Stable direct adaptive neural controller of nonlinear systems based on single auto-tuning neuron.
541-554
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- Regina Célia Coelho, Luciano da Fontoura Costa:
Realistic neuromorphic models and their application to neural reorganization simulations.
555-571
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- Jani J. T. Lahnajärvi, Mikko Lehtokangas, Jukka Saarinen:
Evaluation of constructive neural networks with cascaded architectures.
573-607
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- Iulian B. Ciocoiu:
RBF networks training using a dual extended Kalman filter.
609-622
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- Giorgio Valentini, Francesco Masulli:
NEURObjects: an object-oriented library for neural network development.
623-646
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- Martin Schäfer, Tim Schönauer, Carsten Wolff, Georg Hartmann, Heinrich Klar, Ulrich Rückert:
Simulation of spiking neural networks -- architectures and implementations.
647-679
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- Jinhua Xu, Daniel W. C. Ho:
A basis selection algorithm for wavelet neural networks.
681-689
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- P. Thangavel, T. Kathirvalavakumar:
Training feedforward networks using simultaneous perturbation with dynamic tunneling.
691-704
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- Ryotaro Kamimura:
Controlling internal representations by structural information.
705-725
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- Carlos Javier Mantas, Jose M. Mantas Ruiz, Fernando Rojas:
A procedure for improving generalization in classification trees.
727-740
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- Andrzej Wichert:
Learning of associative prediction by experience.
741-762
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- Simone Fiori:
Blind deconvolution by simple adaptive activation function neuron.
763-778
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- Enrico Capobianco:
Independent component analysis and resolution pursuit with wavelet and cosine packets.
779-806
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- Yat-Fung Yam, Chi-Tat Leung, Peter Kwong-Shun Tam, Wan-Chi Siu:
An independent component analysis based weight initialization method for multilayer perceptrons.
807-818
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- Victoria J. Hodge, Jim Austin:
Hierarchical word clustering - automatic thesaurus generation.
819-846
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- Francis Eng Hock Tay, Lijuan Cao:
Modified support vector machines in financial time series forecasting.
847-861
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- Yi-Chung Hu, Ruey-Shun Chen, Yen-Tseng Hsu, Gwo-Hshiung Tzeng:
Grey self-organizing feature maps.
863-877
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- Serge N. Demidenko, Vincenzo Piuri:
Concurrent diagnosis in digital implementations of neural networks.
879-903
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- Dean K. McNeill, Howard C. Card:
Dynamic range and error tolerance of stochastic neural rate codes.
905-917
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- Yuan Tian, Jie Zhang, Julian Morris:
Optimal control of a fed-batch bioreactor based upon an augmented recurrent neural network model.
919-936
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- Katsuyuki Hagiwara:
Regularization learning, early stopping and biased estimator.
937-955
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- Mohammad Reza Meybodi, Hamid Beigy:
A note on learning automata-based schemes for adaptation of BP parameters.
957-974
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- Vicente Ruiz de Angulo, Carme Torras:
A deterministic algorithm that emulates learning with random weights.
975-1002
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- Henry C. Tuckwell, Frederic Y. M. Wan, Roger Rodriguez:
Analytical determination of firing times in stochastic nonlinear neural models.
1003-1007
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- In-Cheol Kim, Sung-Il Chien:
Speed-up of error backpropagation algorithm with class-selective relevance.
1009-1014
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- Harold Szu, Pornchai Chanyagorn, Ivica Kopriva:
Sparse coding blind source separation through Powerl.
1015-1020
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- Rong Long Wang, Zheng Tang, Qi Ping Cao:
A learning method in Hopfield neural network for combinatorial optimization problem.
1021-1024
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- Gavin C. Cawley, Nicola L. C. Talbot:
Improved sparse least-squares support vector machines.
1025-1031
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- Paulo J. G. Lisboa, Terence A. Etchells, Dave C. Pountney:
Minimal MLPs do not model the XOR logic.
1033-1037
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- Hazem M. El-Bakry:
Face detection using fast neural networks and image decomposition.
1039-1046
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- Huafu Chen, Dezhong Yao, Lin Chen:
A new method for detecting brain activities from fMRI dataset.
1047-1052
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- M. Z. Arslanov, D. U. Ashigaliev, E. E. Ismail:
N-bit parity ordered neural networks.
1053-1056
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- James M. Hogan:
Advanced mean field methods: theory and practice: M. Opper and D. Saad (Eds.); MIT Press, Cambridge, MA, 2001, 300pp. ISBN 0-262-15054-9.
1057-1060
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Copyright © Sun May 17 00:02:54 2009
by Michael Ley (ley@uni-trier.de)