IWANN 2003: Maó, Menorca, Spain - Volume 2

Nets Design

• Eva M. Ortigosa, Antonio Cañas, Eduardo Ros, Richard R. Carrillo:
  FPGA Implementation of a Perceptron-Like Neural Network for Embedded Applications. 1-8
  
• Ernesto Burattini, Massimo De Gregorio, Victor M. G. Ferreira, Felipe M. G. França:
  NSP: A Neuro-symbolic Processor. 9-16
  
• Nadia Nedjah, Luiza de Macedo Mourelle:
  Reconfigurable Hardware Architecture for Compact and Efficient Stochastic Neuron. 17-24
  
• Ginés Doménech-Asensi, Ramón Ruiz Merino, Hans Hauer, José Ángel Díaz-Madrid:
  Current Mode CMOS Synthesis of a Motor-Control Neural System. 25-32
  
• José-Javier Martínez, F. Javier Toledo, José Manuel Ferrández de Vicente:
  New Emulated Discrete Model of CNN Architecture for FPGA and DSP Applications. 33-40
  
• Peter M. Kelly, C. J. Thompson, T. Martin McGinnity, Liam P. Maguire:
  A Binary Multiplier Using RTD Based Threshold Logic Gates. 41-48
  
• Suryanarayana Tatapudi, Valeriu Beiu:
  Split-Precharge Differential Noise-Immune Threshold Logic Gate (SPD-NTL). 49-56
  
• Snorre Aunet, Yngvar Berg:
  UV-programmable Floating-Gate CMOS Linear Threshold Element "P1N3". 57-64
  
• Marius Padure, Sorin Cotofana, Stamatis Vassiliadis:
  CMOS Implementation of Generalized Threshold Functions. 65-72
  
• Peter Celinski, Sorin Cotofana, Derek Abbott:
  A-DELTA: A 64-bit High Speed, Compact, Hybrid Dynamic-CMOS/Threshold-Logic Adder. 73-80
  
• Francisco García de Quirós, María P. Bonomini, José Manuel Ferrández de Vicente, Eduardo Fernández:
  Validation of a Cortical Electrode Model for Neuroprosthetics Purposes. 81-88
  
• Antonio Cañas, Eva M. Ortigosa, Antonio F. Díaz, Julio Ortega:
  XMLP: A Feed-Forward Neural Network with Two-Dimensional Layers and Partial Connectivity. 89-96
  
• José-Alejandro López Alcantud, José Ángel Díaz-Madrid, Hans Hauer, Ramón Ruiz Merino:
  An Analogue Current-Mode Hardware Design Proposal for Preprocessing Layers in ART-Based Neural Networks. 97-104
  
• Michel Verleysen, Damien François, Geoffroy Simon, Vincent Wertz:
  On the Effects of Dimensionality on Data Analysis with Neural Networks. 105-112
  
• Oriol Torres, Jan Eriksson, Juan Manuel Moreno, Alessandro E. P. Villa:
  Hardware Optimization of a Novel Spiking Neuron Model for the POEtic Tissue. 113-120
  
• Joaquín Cerdá, Rafael Gadea Gironés, Guillermo Payá Vayá:
  Implementing a Margolus Neighborhood Cellular Automata on a FPGA. 121-128
  
• Mamen Ortiz-Gómez, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo:
  An Empirical Comparison of Training Algorithms for Radial Basis Functions. 129-136
  
• Carlos Hernández-Espinosa, Mercedes Fernández-Redondo, Mamen Ortiz-Gómez:
  Ensemble Methods for Multilayer Feedforward: An Experimental Study. 137-144
  
• Eduardo Ros, Rodrigo Agís, Richard R. Carrillo, Eva M. Ortigosa:
  Post-synaptic Time-Dependent Conductances in Spiking Neurons: FPGA Implementation of a Flexible Cell Model. 145-152
  

Applications in Robotics

• Darío Maravall Gómez-Allende, Javier de Lope Asiaín, Miguel Ángel Patricio Guisado:
  A Recurrent Neural Network for Robotic Sensory-Based Search. 153-160
  
• José Mira, José Ramón Álvarez Sánchez, Félix de la Paz:
  The Knowledge Engineering Approach to Autonomous Robotics. 161-168
  
• J. A. Becerra, José Santos Reyes, Richard J. Duro:
  Multimodule Artificial Neural Network Architectures for Autonomous Robot Control Through Behavior Modulation. 169-176
  
• Javier de Lope Asiaín, Telmo Zarraonandia, Rafaela González-Careaga, Darío Maravall Gómez-Allende:
  Solving the Inverse Kinematics in Humanoid Robots: A Neural Approach. 177-184
  
• Juan L. Pedreño-Molina, Antonio Guerrero-González, Oscar A. Florez-Giraldo, Javier Molina-Vilaplana:
  Sensory-motor Control Scheme Based on Kohonen Maps and AVITE Model. 185-192
  
• Eris Chinellato, Antonio Morales, Pedro Sanz Valero, Angel P. Del Pobil:
  Validation of Features for Characterizing Robot Grasps. 193-200
  
• Paola Baldassarri, Paolo Puliti, Anna Montesanto, Guido Tascini:
  Self-Organizing Maps versus Growing Neural Gas in a Robotic Application. 201-208
  
• Miguel Lozano, Francisco Grimaldo, Javier Villaplana:
  Towards Reactive Navigation and Attention Skills for 3D Intelligent Characters. 209-216
  
• Agapito Ledezma, Fernando Fernández, Ricardo Aler:
  From Continuous Behaviour to Discrete Knowledge. 217-224
  

Sources Separation

• Jordi Solé i Casals, Christian Jutten, Dinh-Tuan Pham:
  Initialisation of Nonlinearities for PNL and Wiener Systems Inversion. 225-232
  
• Fernando Rojas, Carlos García Puntonet, Manuel Rodríguez Álvarez, Ignacio Rojas:
  Evolutionary Algorithm Using Mutual Information for Independent Component Analysis. 233-240
  
• Shahram Hosseini, Yannick Deville:
  Blind Separation of Linear-Quadratic Mixtures of Real Sources Using a Recurrent Structure. 241-248
  
• Diego Andina, Santiago Torres-Alegre, Antonio Vega-Corona, Antonio Álvarez-Vellisco:
  Advances in Neyman-Pearson Neural Detectors Design. 249-256
  
• Adriana Dapena, Carlos J. Escudero:
  A Novel Unsupervised Strategy to Separate Convolutive Mixtures in the Frequency Domain. 257-264
  
• Fabian J. Theis, Carlos García Puntonet, Elmar Wolfgang Lang:
  An Improved Geometric Overcomplete Blind Source Separation Algorithm. 265-272
  
• Susana Hornillo-Mellado, Rubén Martín-Clemente, José I. Acha, Carlos García Puntonet:
  Application of Independent Component Analysis to Edge Detection and Watermarking. 273-280
  
• Manuel Rodríguez Álvarez, Fernando Rojas, Elmar Wolfgang Lang, Ignacio Rojas:
  A New Geometrical ICA-based Method for Blind Separation of Speech Signals. 281-288
  
• Benoit Albouy, Yannick Deville:
  A Time-Frequency Blind Source Separation Method Based on Segmented Coherence Function. 289-296
  
• Sergio Bermejo:
  ISFET Source Separation Based on Linear ICA. 297-304
  
• Iván Durán, Sergio Cruces:
  An Application of ICA to Blind DS-CDMA Detection: A Joint Optimization Criterion. 305-312
  

Genetics Algorithms

• Pablo Cortés, Juan Larrañeta, Luis Onieva:
  A Genetic Algorithm for Controlling Elevator Group Systems. 313-320
  
• Carlos Cotta:
  Protein Structure Prediction Using Evolutionary Algorithms Hybridized with Backtracking. 321-328
  
• Jorge Puente, Camino R. Vela, Carlos Prieto, Ramiro Varela:
  Hybridizing a Genetic Algorithm with Local Search and Heuristic Seeding. 329-336
  
• Carmelo Del Valle, Rafael M. Gasca, Miguel Toro, Eduardo F. Camacho:
  A Genetic Algorithm for Assembly Sequence Planning. 337-344
  
• Sonia Mota, Eduardo Ros, Francisco de Toro, Julio Ortega:
  Genetic Algorithm Applied to Paroxysmal Atrial Fibrillation Prediction. 345-352
  
• Enrique A. de la Cal Marín, Luciano Sánchez Ramos:
  Optimizing Supply Strategies in the Spanish Electrical Market. 353-360
  
• Juan Seijas, Carmen Morató, Diego Andina, Antonio Vega-Corona:
  Improving the Efficiency of Multiple Sequence Alignment by Genetic Algorithms. 361-368
  
• Manuel Parrilla Sánchez, Joaquín Aranda Almansa:
  A Real Application Example of a Control Structure Selection by Means of a Multiobjective Genetic Algorithm. 369-376
  
• Olga M. Perez, Manuel Hidalgo-Conde, Francisco Javier Marín Martín, Oswaldo Trelles:
  Weighting and Feature Selection on Gene-Expression Data by the Use of Genetic Algorithms. 377-384
  
• Nadia Lassouaoui, Latifa Hamami, Fairouz Chehbour:
  Supervised Segmentation of the Cervical Cell Images by Using the Genetic Algorithms. 385-392
  
• Mouloud Koudil, Karima Benatchba, Daniel Dours:
  Using Genetic Algorithms for Solving Partitioning Problem in Codesign. 393-400
  

Soft-Computing

• Mercedes Valdés, Juan A. Botía, Antonio F. Gómez-Skarmeta:
  Neuro-fuzzy Modeling Applied to GIS: A Case Study for Solar Radiation. 401-408
  
• Grigorios N. Beligiannis, Spiridon D. Likothanassis, Lambros Skarlas:
  Evolutionary Multi-model Estimators for ARMA System Modeling and Time Series Prediction. 409-416
  
• Hara P. Satpathy:
  Real-Coded GA for Parameter Optimization in Short-Term Load Forecasting. 417-424
  
• Moisés Salmerón, Julio Ortega, Carlos García Puntonet, Miguel Damas:
  Parallel Computation of an Adaptive Optimal RBF Network Predictor. 425-432
  
• Juan Manuel Górriz Sáez, Carlos García Puntonet, Moisés Salmerón, Julio Ortega:
  New Method for Filtered ICA Signals Applied to Volatile Time Series. 433-440
  
• Rodrigo Salas, Romina Torres, Héctor Allende, Claudio Moraga:
  Robust Estimation of Confidence Interval in Neural Networks Applied to Time Series. 441-448
  
• Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández:
  Modelling the HIV-AIDS Cuban Epidemics with Hopfield Neural Networks. 449-456
  
• António E. B. Ruano:
  Comparison of Neural Models, Off-line and On-line Learning Algorithms for a Benchmark Problem. 457-464
  
• Juan Antonio Gómez Pulido, Juan Manuel Sánchez-Pérez, Miguel A. Vega-Rodríguez:
  Using Neural Networks in a Parallel Adaptative Algorithm for the System Identification Optimization. 465-472
  
• L. M. Pedroso-Rodriguez, Aymée Marrero, Héctor de Arazoza:
  Nonlinear Parametric Model Identification Using Genetic Algorithms. 473-480
  
• J. Ruiz Gomez, M. J. López-Baldán, Alfonso García-Cerezo:
  Input-Output Fuzzy Identification of Nonlinear Multivariable Systems. Application to a Case of AIDS Spread Forecast. 481-488
  
• Enrique Castillo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Carmen Castillo:
  Recovering Missing Data with Functional and Bayesian Networks. 489-496
  
• Valentina Colla, Marco Vannucci, Benedetto Allotta, Monica Malvezzi:
  Estimation of Train Speed via Neuro-Fuzzy Techniques. 497-503
  
• José M. Molina, Jesús García, Javier de Diego, Javier I. Portillo:
  Neuro-fuzzy Techniques for Image Tracking. 504-511
  

Images

• Ravi Jain, Ajith Abraham:
  A Comparative Study of Fuzzy Classifiers on Breast Cancer Data. 512-519
  
• Kostadin Koroutchev, José R. Dorronsoro:
  A New Information Measure for Natural Images. 520-527
  
• José A. Calderón-Martínez, Pascual Campoy-Cervera:
  Defects Detection in Continuous Manufacturing by Means of Convolutional Neural Networks. 528-535
  
• Hilario Gómez-Moreno, Saturnino Maldonado-Bascón, Francisco López-Ferreras, Pedro Gil-Jiménez:
  Removal of Impulse Noise in Images by Means of the Use of Support Vector Machines. 536-543
  
• Guido Bologna, Christian Pellegrini:
  Recognizing Images from ICA Filters and Neural Network Ensembles with Rule Extraction. 544-550
  
• Miguel Macías Macías, Carlos J. García Orellana, Horacio M. González Velasco, Ramón Gallardo Caballero:
  Independent Component Analysis for Cloud Screening of Meteosat Images. 551-558
  
• Roberto Gil-Pita, Pilar Jarabo Amores, Raul Vicen-Bueno, Manuel Rosa-Zurera:
  Neural Solutions for High Range Resolution Radar Classification. 559-566
  
• Manuel Graña, Josune Gallego, Francisco Javier Torrealdea, Alicia D'Anjou:
  On the Application of Associative Morphological Memories to Hyperspectral Image Analysis. 567-574
  
• Kurt Stadlthanner, Ana Maria Tomé, Fabian J. Theis, Elmar Wolfgang Lang:
  A Generalized Eigendecomposition Approach Using Matrix Pencils to Remove Artefacts from 2D NMR Spectra. 575-582
  

Medical Applications

• Antonio Vega-Corona, Antonio Álvarez-Vellisco, Diego Andina:
  Feature Vectors Generation for Detection of Microcalcifications in Digitized Mammography Using Neural Networks. 583-590
  
• Juan Manuel García Chamizo, Francisco Maciá Pérez, Antonio Soriano Payá, Daniel Ruiz Fernández:
  Simulation of the Neuronal Regulator of the Lower Urinary Tract Using a Multiagent System. 591-598
  
• Shahram Hosseini, Christian Jutten, Sylvie Charbonnier:
  Neural Network Modeling of Ambulatory Systolic Blood Pressure for Hypertension Diagnosis. 599-606
  
• A. Wolf, Carlos R. Hall Barbosa, E. Costa Monteiro, Marley B. R. Vellasco:
  Multiple MLP Neural Networks Applied on the Determination of Segment Limits in ECG Signals. 607-614
  
• José Orozco García, Carlos A. Reyes García:
  Acoustic Features Analysis for Recognition of Normal and Hipoacusic Infant Cry Based on Neural Networks. 615-622
  
• Siamak Pourabdollah, Otto Muzik, Sorin Draghici:
  A Back Propagation Neural Network for Localizing Abnormal Cortical Regions in FDG PET Images in Epileptic Children. 623-630
  

Other Applications

• Luis M. Sarro:
  ANN Based Tools in Astrophysics: Prospects and First Results for GOA and the AVO. 631-638
  
• Alejandra Rodríguez, Carlos Dafonte, Bernardino Arcay Varela, Minia Manteiga:
  An Artificial Neural Network Approach to Automatic Classification of Stellar Spectra. 639-646
  
• Kurosh Madani, Mariusz Rybnik, Abdennasser Chebira:
  Non Linear Process Identification Using a Neural Network Based Multiple Models Generator. 647-654
  
• Armando Vieira, Pedro A. Castillo Valdivieso, Juan J. Merelo Guervós:
  Application of HLVQ and G-Prop Neural Networks to the Problem of Bankruptcy Prediction. 655-662
  
• Michael Weeks, Victoria J. Hodge, Simon O'Keefe, Jim Austin, Ken Lees:
  Improved AURA k-Nearest Neighbour Approach. 663-670
  
• Marcos Faúndez-Zanuy:
  Non-linear Speech Coding with MLP, RBF and Elman Based Prediction. 671-678
  
• Fernando Rojas, Carlos García Puntonet, Ignacio Rojas, Julio Ortega:
  An Independent Component Analysis Evolution Based Method for Nonlinear Speech Processing. 679-686
  
• Fabian J. Theis, Carlos García Puntonet, Elmar Wolfgang Lang:
  Generalizing Geometric ICA to Nonlinear Settings. 687-694
  
• Fabian J. Theis, Manuel Rodríguez Álvarez, Carlos García Puntonet, Elmar Wolfgang Lang:
  An Adaptive Approach to Blind Source Separation Using a Self-Organzing Map and a Neural Gas. 695-702
  
• Juan A. Botía, Juan Manuel Hernansaez, Antonio F. Gómez-Skarmeta:
  METALA: A Distributed System for Web Usage Mining. 703-710
  
• Sergio Bermejo, Javier Dalmau:
  Web Meta-search Using Unsupervised Neural Networks. 711-718
  
• Sergio Bermejo, Ferran Revilla, Joan Cabestany:
  Virtual Labs for Neural Networks E-courses. 719-725
  
• Pedro Salcedo Lagos, M. Angélica Pinninghoff, A. Ricardo Contreras:
  MISTRAL: A Knowledge-Based System for Distance Education that Incorporates Neural Networks Techniques for Teaching Decisions. 726-733
  
• Enrique Domínguez, José Muñoz, Enrique Mérida Casermeiro:
  A Recurrent Neural Network Model for the p-hub Problem. 734-741
  
• Elías F. Combarro, Elena Montañés, José Ranilla, Javier Fernández:
  A Comparison of the Performance of SVM and ARNI on Text Categorization with New Filtering Measures on an Unbalanced Collection. 742-749
  
• Marcos Gestal, Julio Brégains, Juan Antonio Rodríguez, Julian Dorado:
  Neural Networks & Antennas Design: An Application for Avoiding Interferences. 750-757
  
• José R. Alique, Rodolfo E. Haber, Angel Alique:
  Feedback Linearization Using Neural Networks: Application to an Electromechanical Process. 758-765
  
• Gustavo A. Casañ, Maria Asunción Castaño:
  Automatic Size Determination of Codifications for the Vocabularies of the RECONTRA Connectionist Translator. 766-773
  
• Ajith Abraham, Andy Auyeung:
  Integrating Ensemble of Intelligent Systems for Modeling Stock Indices. 774-781
  
• Fatima Benbouzid, Christophe Varnier, Noureddine Zerhouni:
  Resolution of Joint Maintenance/Production Scheduling by Sequential and Integrated Strategies. 782-789
  
• Pilar Jarabo Amores, Roberto Gil-Pita, Manuel Rosa-Zurera, Francisco López-Ferreras:
  MLP and RBFN for Detecting White Gaussian Signals in White Gaussian Interference. 790-797
  
• Saturnino Maldonado-Bascón, Shurug Al-Khalifa, Francisco López-Ferreras:
  Feature Reduction Using Support Vector Machines for Binary Gas Detection. 798-805
  
• Beatriz Monge-Sanz, Nicolás J. Medrano-Marqués:
  Artificial Neural Networks Applications for Total Ozone Time Series. 806-813