IWANN 1999: Alicante, Spain - Volume 2
José Mira, Juan Vincente Sánchez-Andrés (Eds.): Engineering Applications of Bio-Inspired Artificial Neural Networks, International Work-Conference on Artificial and Natural Neural Networks, IWANN '99, Alicante, Spain, June 2-4, 1999, Proceedings, Volume II. Springer 1999 Lecture Notes in Computer Science
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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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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