IWANN 1999: Alicante, Spain - Volume 2

Artificial Neural Nets Simulation and Implementation

• Alfred Strey:
  A Unified Model for the Simulation of Artificial and Biology-Oriented Neural Networks. 1-10
  
• Shahram Hosseini, Christian Jutten:
  Weight Freezing in Constructive Neural Networks: A Novel Approach. 11-20
  
• Bertrand Granado, Lionel Lacassagne, Patrick Garda:
  Can General Purpose Micro-processors Simulate Neural Networks in Real-Time? 21-29
  
• Carlos J. García Orellana, Francisco Javier López Aligué, Horacio M. González Velasco, Miguel Macías Macías, M. Isabel Acevedo Sotoca:
  Large Neural Net Simulation under Beowulf-Like Systems. 30-39
  
• Nick K. Treadgold, Tamás D. Gedeon:
  A Constructive Cascade Network with Adaptive Regularisation. 40-49
  
• José Centeno-González, Juan R. Velasco, Carlos Angel Iglesias:
  An Agent-Based Operational Model for Hybrid Connectionist-Symbolic Learning. 50-57
  
• Carlos Cotta, José M. Troya:
  Optimal Discrete Recombination: Hybridising Evolution Strategies with the A* Algorithm. 58-67
  
• José M. Ramírez:
  Extracting Rules from Artificial Neural Networks with Kernel-Based Representation. 68-77
  
• Andries Petrus Engelbrecht, H. L. Viktor:
  Rule Improvement Through Decision Boundary Detection Using Sensitivity Analysis. 78-84
  
• Juan Manuel Moreno, Joan Cabestany, E. Cantó, Julio Faura, Josep Maria Insenser:
  The Role of Dynamic Reconfiguration for Implementing Artificial Neural Networks Models in Programmable Hardware. 85-94
  
• Francisco Ibarra Picó, S. Cuenca Asensi:
  An Associative Neural Network and Its Special Purpose Pipeline Architecture in Image Analysis. 95-106
  
• Kurosh Madani, Ghislain de Tremiolles:
  Effects of Global Perturbations on Learning Capability in a CMOS Analogue Implementation of Synchronous Boltzmann Machine. 107-116
  
• Victor Varshavsky, Vyacheslav Marakhovsky:
  Beta-CMOS Artificial Neuron and Implementability Limits. 117-128
  
• Jean-Luc Beuchat, Eduardo Sanchez:
  Using On-Line Arithmetic and Reconfiguration for Neuroprocessor Implementations. 129-138
  
• Nouma Izeboudjen, Ahcene Farah, S. Titri, H. Boumeridja:
  Digital Implementation of Artificial Neural Networks: From VHDL Description to EPGA Implementation. 139-148
  
• Pedro Martín, Manuel Mazo, Luciano Boquete, Francisco Javier Rodríguez, Ignacio Fernández, Rafael Barea, José Luis Lázaro:
  Hardware Implementation Using DSP's of the Neurocontrol of a Wheelchair. 149-156
  
• Rafael Gadea Gironés, Antonio Mocholí Salcedo:
  Forward-Backward Parallelism in On-Line Backpropagation. 157-165
  
• Eduardo Ros Vidal, Francisco J. Pelayo, Ignacio Rojas, F. J. Fernández, Alberto Prieto:
  A VLSI Approach for Spike Timing Coding. 166-175
  
• Eelco Rouw, Jaap Hoekstra, Arthur H. M. van Roermund:
  An Artificial Dendrite Using Active Channels. 176-187
  
• Vincent Douence, Arnaud Laflaquière, Sylvie Le Masson, Thierry Bal, Gwendal Le Masson:
  Analog Electronic System for Simulating Biological Neurons. 188-197
  
• Valeriu Beiu:
  Neural Addition and Fibonacci Numbers. 198-207
  
• Julio Ortega, Luis Parrilla, José Luis Bernier, Consolación Gil, Begoña Pino, Mancia Anguita:
  Adaptive Cooperation Between Processors in a Parallel Boltzmann Machine. 208-218
  

Bio-inspired Systems

• José del R. Millán, Josep Mouriño, Jukka Heikkonen, Kimmo Kaski, Fabio Babiloni, Maria Grazia Marciani, F. Topani, I. Canale:
  Adaptive Brain Interfaces. 219-227
  
• Charles W. Anderson:
  Identifying Mental Tasks from Spontaneous EEG: Signal Representation and Spatial Analysis. 228-237
  
• Ricardo Vigário, Erkki Oja:
  Independent Component Analysis of Human Brain Waves. 238-247
  
• Gert Pfurtscheller, Christoph Guger, Herbert Ramoser:
  EEG-based Brain-Computer Interface Using Subject-Specific Spatial Filters. 248-254
  
• Anne-Sophie Dujardin, Véronique Amarger, Kurosh Madani, Olivier Adam, Jean-François Motsch:
  Multi-neural Network Approach for Classification of Brainstem Evoked Response Auditory. 255-264
  
• David A. Peterson, Charles W. Anderson:
  EEG-based Cognitive Task Classification with ICA and Neural Networks. 265-272
  
• Liset Menendez de la Prida, Francisco Barceló, Miguel A. Pozo, Francisco J. Rubia:
  Local Pattern of Synchronization in Extraestriate Networks during Visual Attention. 273-278
  
• José Manuel Ferrández de Vicente, María Victoria Rodellar Biarge, Pedro Gómez Vilda:
  A Bioinspired Hierarchical System for Speed Recognition. 279-288
  
• José Manuel Ferrández de Vicente, Jose Angel Bolea, Josef Ammermüller, Richard A. Normann, Eduardo Fernández:
  A Neural Network Approach for the Analysis of Multineural Recordings in Retinal Ganglion Cells. 289-298
  
• Juan Carlos Herrero:
  Challenge for a Real-World Information Processing by Means of Real-Time Neural Computation and Real-Conditions Simulation. 299-311
  
• José Antonio Macías Iglesias, María Victoria Rodellar Biarge:
  A Parametrizable Design of the Mechanical-Neural Transduction System of the Auditory Brainstem. 312-320
  

Images

• J. L. González-Mora, A. Rodríguez-Hernández, L. F. Rodríguez-Ramos, L. Dfaz-Saco, N. Sosa:
  Development of a New Space Perception System for Blind People, Based on the Creation of a Virtual Acoustic Space. 321-330
  
• Alberto Pascual, Montserrat Barcéna, Juan J. Merelo Guervós, José María Carazo:
  Application of the Fuzzy Kohonen Clustering Network to Biological Macromolecules Images Classification. 331-340
  
• Ana Isabel González, Manuel Graña, Imanol Echave, Jesús Ruiz-Cabello:
  Bayesian VQ Image Filtering Design with Fast Adaption Competitive Neural Networks. 341-350
  
• Cindy Daniell, Roy Matic:
  Neural Networks for Coefficient Prediction in Wavelet Image Coders. 351-360
  
• Sujeewa Alwis, Jim Austin:
  A Neural Network Architecture for Trademark Image Retrieval. 361-372
  
• Juan J. Merelo Guervós, Víctor Manuel Rivas Santos, Gustavo Romero, Pedro A. Castillo Valdivieso, Alberto Pascual, José María Carazo:
  Improved Automatic Classification of Biological Particles from Electron-Microscopy Images Using Genetic Neural Nets. 373-382
  
• Igor N. Aizenberg, Naum N. Aizenberg:
  Pattern Recognition Using Neural Based on Multi-valued Neurons. 383-392
  
• Guido Tascini, Anna Montesanto, Giammarco Fazzini, Paolo Puliti:
  Input Pre-Processing for Transformation Invariant Pattern Recognition. 393-401
  
• José Fernando Díez Higuera, Francisco Javier Díaz Pernas:
  Method for Automatic Karyotyping of Human Chromosomes Based on the Visual Attention System. 402-411
  
• Miguel A. Jaramillo Morán, J. Álvaro Fernández Muñoz:
  Adaptive Adjustment on the CNN Output Function to Obtain Contrast Enhancement. 412-421
  
• Horacio M. González Velasco, Francisco Javier López Aligué, Carlos J. García Orellana, Miguel Macías Macías, M. Isabel Acevedo Sotoca:
  Application of ANN Techniques to Automated Identification of Bovine Livestock. 422-431
  
• David Monnin, Lionel Merlat, Axel Köeke, Jeanny Hérault:
  An Investigation into Cellular Neural Networks Internal Dynamics Applied to Image Processing. 432-441
  
• Mario Köppen, Javier Ruiz-del-Solar:
  Autopoiesis and Image Processing: Detection of Structure and Organization in Images. 442-451
  
• Bernardino Arcay Varela, Amparo Alonso-Betanzos, Alfonso Castro Martínez, Concepsión Seijo García, Jesús Suarez Bustillo:
  Prepossessing of Radiological Images: Comparison of the Application of Polynomic Algorithms and Artificial Neural Networks to the Elimination of Variations in Background Luminosity. 452-459
  
• Francisco Ibarra Picó, S. Cuenca Asensi, Juan Manuel García Chamizo:
  Feature Extraction with an Associative Neural Network and Its Application in Industrial Quality Control. 460-466
  
• P. López, David López Vilariño, Diego Cabello:
  Genetic Algorithm Based Training for Multilayer Discrete-Time Cellular Neural Networks. 467-476
  

Engeneering Applications

• Mercedes Fernández-Redondo, Carlos Hernández-Espinosa:
  How to Select the Inputs for a Multilayer Feedforward Network by Using the Training Set. 477-486
  
• Christian Ziegaus, Elmar Wolfgang Lang:
  Neural Implementation of the JADE-Algorithm. 487-496
  
• Nancy Lopez, Roberto Cruz, Belsis Llorente:
  Variable Selection by Recurrent Neural Networks. Application in Structure Activity Relationship Study of Cephalosporins. 497-505
  
• Mercedes Fernández-Redondo, Carlos Hernández-Espinosa:
  Optimal Use of a Trained Neural Network for Input Selection. 506-515
  
• Antonio Berlanga, José M. Molina, Araceli Sanchís, Pedro Isasi:
  Applying Evolution Strategies to Neural Networks Robot Controller. 516-525
  
• José R. Álvarez, Félix de la Paz, José Mira:
  On Virtual Sensory Coding: An Analytical Model of the Endogenous Representation. 526-539
  
• J. A. Becerra, José Santos Reyes, Richard J. Duro:
  Using Temporal Information in ANNs for the Implementation of Autonomous Robot Controllers. 540-547
  
• Araceli Sanchís, José M. Molina, Pedro Isasi, Javier Segovia:
  Learning Symbolic Rules with a Reactive with Tags Classifier System in Robot Navigation. 548-557
  
• David Aguado, José R. Dorronsoro, Beatriz Lucía, Carlos Santa Cruz:
  Small Sample Discrimination and Professional Performance Assessment. 558-566
  
• Olli Simula, Esa Alhoniemi:
  SOM Based Analysis of Pulping Process Data. 567-577
  
• Daniela Baratta, Francesco Diotalevi, Maurizio Valle, Daniele D. Caviglia:
  Gradient Descent Learning Algorithm for Hierarchical Neural Networks: A Case Study in Industrial Quality. 578-587
  
• Andreas König, Andreas Herenz, Klaus Wolter:
  Application of Neural Networks for Automated X-Ray Image Inspection in Electronics Manufactoring. 588-595
  
• Michel Verleysen, Eric de Bodt, Amaury Lendasse:
  Forecasting Financial Time Series through Intrinsic Dimension Estimation and Non-Linear Data Projection. 596-605
  
• Valentina Colla, Leonardo Maria Reyneri, Mirko Sgarbi:
  Parametric Characterization of Hardness Profiles of Steels with Nero-Wavelet Networks. 606-614
  
• Raoul Velazco, Ch. Godin, Ph. Cheynet, Santiago Torres-Alegre, Diego Andina, M. B. Gordon:
  Study of Two ANN Digital Implementations of a Radar Detector Candidate to an On-Board Satellite Experiment. 615-624
  
• Jeanny Hérault, Claire Jausions-Picaud, Anne Guérin-Dugué:
  Curvilinear Component Analysis for High-Dimensional Data Representation: I. Theoretical Aspects and Practical Use in the Presence of Noise. 625-634
  
• Anne Guérin-Dugué, Pascal Teissier, Gaspar Delso Gafaro, Jeanny Hérault:
  Curvilinear Component Analysis for High-Dimensional Data Representation: II. Examples of Additional Mapping Constraints in Specific Applications. 635-644
  
• Vicenç Parisi Baradad, Hussein M. Yahia, Jordi Font, Isabelle Herlin, Emili Garcia-Ladona:
  Image Motion Analysis Using Scale Space Approximation and Simulated Annealing. 645-654
  
• Anisse Taleb, Jordi Solé i Casals, Christian Jutten:
  Blind Inversion of Wiener Systems. 655-664
  
• Carlos García Puntonet, Manuel Rodríguez Álvarez, Alberto Prieto, Beatriz Prieto:
  Separation of Speech Signals for Nonlinear Mixtures. 665-673
  
• Luis B. Almeida, Gonçalo C. Marques:
  Nonlinear Blind Source Separation by Pattern Repulsion. 674-682
  
• M. Asunción Castaño, Francisco Casacuberta:
  Text-to-Text Machine Translation Using the RECONTRA Connectionist Model. 683-692
  
• V. Richard Benjamins, Bob J. Wielinga, Jan Wielemaker, Dieter Fensel:
  An Intelligent Agent for Brokering Problem-Solving Knowledge. 693-705
  
• Steffen Staab, Christian Braun, Ilvio Bruder, Antje Düsterhöft, Andreas Heuer, Meike Klettke, Günter Neumann, Bernd Prager, Jan Pretzel, Hans-Peter Schnurr, Rudi Studer, Hans Uszkoreit, Burkhard Wrenger:
  A System for Facilitating and Engancing Web Search. 706-714
  
• Jeff Heflin, James A. Hendler, Sean Luke:
  Applying Ontology to the Web: A Case Study. 715-724
  
• Julio César Arpírez Vega, Asunción Gómez-Pérez, Adolfo Lozano Tello, Helena Sofia Andrade N. P. Pinto:
  How to Find Suitable Ontologies Using an Ontology-Based WWW Broker. 725-739
  
• Jesus Boticario, Elena Gaudioso:
  Towards Personalized Distance Learning on the Web. 740-749
  
• Tatiana Gavrilova, Alexander V. Voinov, Ekaterina Vasilyeva:
  Visual Knowledge Engineering as a Cognitive Tool. 750-758
  
• Jorge González, Juan J. Merelo Guervós, Pedro A. Castillo Valdivieso, Víctor Manuel Rivas Santos, Gustavo Romero:
  Optimizing Web Newspaper Layout Using Simulated Annealing. 759-768
  
• Mario Reyes de los Mozos, David Puiggrós, Albert Calderón:
  Artificial Neural Network-Based Diagnostic System Methodology. 769-777
  
• Francisco Morales, Paloma Ballesteros:
  Neural Networks in Automatic Diagnosis Malignant Brain Tumors. 778-787
  
• José Luis Fernández-Villacañas Martín:
  A New Evolutionary Diagram: Application to BTGP and Information Retrieval. 788-794
  
• Secundino López, Pedro Hernández, Alejandro Hernández, Marco García:
  Artificial Neural Networks as Useful Tools for the Optimization of the Relative Offset between Two Consecutive Sets of Traffic Lights. 795-804
  
• Javier Ruiz-del-Solar, Daniel Kottow:
  ASGCS: A New Self-Organizing Network for Automatic Selection of Feature Variables. 805-813
  
• Marcos Faúndez-Zanuy:
  Adaptive Hybrid Speech Coding with a MLP/LPC Structure. 814-823
  
• Cyril Chavy, Bruno Gas, Jean-Luc Zarader:
  Neural Predictive Coding for Speech Signal. 824-832
  
• Eddy Mayoraz, Ethem Alpaydin:
  Support Vector Machines for Multi-class Classification. 833-842
  
• Emmanuel Stocker, Arnaud Ribert, Yves Lecourtier:
  Self-Organizing Yprel Network Population for Distributed Classification Problem Solving. 843-852
  
• José Luis Bernier, Julio Ortega, M. M. Rodríguez, Ignacio Rojas, Alberto Prieto:
  An Accurate Measure for Multilayer Perception Tolerance to Additive Weight Deviations. 853-862
  
• Lluís Belanche, Julio J. Valdés:
  Fuzzy Inputs and Missing Data in Similarity-Based Heterogeneous Neural Networks. 863-873
  
• Pedro J. Zufiria, A. Vázquez-López, J. Riesco-Prieto, Jorge Aguilera, Leocadio Hontoria:
  A Neural Network Approach for Generating Solar Irradiation Artificial Series. 874-883
  
• Sandro Rautenberg, José Leomar Todesco:
  Color Recipe Specification in the Textile Print Shop Using Radial Basis Function Networks. 884-892
  
• Juho Rousu, Tapio Elomaa, Robert J. Aarts:
  Predicting the Speed of Beer Fermentation in Laboratory and Industrial Scale. 893-901
  

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