IWANN 2003: Maó, Menorca, Spain - Volume 1
José Mira, José R. Álvarez (Eds.): Artificial Neural Nets Problem Solving Methods, 7th International Work-Conference on Artificial and Natural Neural Networks, IWANN2003, Maó, Menorca, Spain, June 3-6, 2003 Proceedings, Part I. Springer 2003 Lecture Notes in Computer Science ISBN 3-540-40210-1
Biological Models
- Luigi M. Ricciardi, G. Esposito, Virginia Giorno, C. Valerio: Modeling Neuronal Firing in the Presence of Refractoriness. 1-8
- José Manuel Ibarz, Oscar Herreras: A Study of the Action Potential Initiation Site along the Axosomatodendritic Axis of Neurons Using Compartmental Models. 9-15
- José Mira: Real Neurons and Neural Computation: A Summary of Thoughts. 16-23
- Santi Chillemi, Angelo Di Garbo, Alessandro Panarese: Synchronous Firing in a Population of Inhibitory Interneurons Coupled by Electrical and Chemical Synapses. 24-31
- Nazareth P. Castellanos, Francisco de Borja Rodríguez Ortiz, Pablo Varona: Stochastic Networks with Subthreshold Oscillations and Spiking Activity. 32-39
- Ioulia Makarova, José Manuel Ibarz, L. López-Aguado, Oscar Herreras: Selective Inactivation of Neuronal Dendritic Domains: Computational Approach to Steady Potential Gradients. 40-45
- Christian Hauptmann, Annette Gail, Fotios Giannakopoulos: Intermittent Burst Synchronization in Neural Networks. 46-53
- Pablo Fernández López, Carmen Paz Suárez Araujo, Patricio García Báez, G. Sanchez Martin: Diffusion Associative Network: Diffusive Hybrid Neuromodulation and Volume Learning. 54-61
- Jianfeng Feng: The Minimum-Variance Theory Revisited. 62-69
- Eduardo Sánchez Vila, Senén Barro, Jorge Mariño, Antonio Canedo: Sleep and Wakefulness in the Cuneate Nucleus: A Computational Study. 70-77
- Carlos Aguirre, Doris Campos, Pedro Pascual, Eduardo Serrano: Effects of Different Connectivity Patterns in a Model of Cortical Circuits. 78-85
- Igor Aleksander, Helen Morton: A Digital Neural Model of Visual Deficits in Parkinson's Disease. 86-93
- Isabel Gonzalo, Miguel A. Porras: Intersensorial Summation as a Nonlinear Contribution to Cerebral Excitation. 94-101
- Tino Lourens, Emilia I. Barakova, Hiroshi Tsujino: Interacting Modalities through Functional Brain Modeling. 102-109
- Emilia I. Barakova, Tino Lourens, Yoko Yamaguchi: Life-Long Learning: Consolidation of Novel Events into Dynamic Memory Representations. 110-117
Funtional Models
- Hiroshi G. Okuno, Kazuhiro Nakadai: Real-Time Sound Source Localization and Separation Based on Active Audio-Visual Integration. 118-125
- Marley B. R. Vellasco, Marco Aurélio Cavalcanti Pacheco, Karla Figueiredo: Hierarchical Neuro-Fuzzy Systems. 126-135
- Andres Upegui, Carlos Andrés Peña-Reyes, Eduardo Sanchez: An Functional Spiking Neuron Hardware Oriented Model. 136-143
- Ingo Galleske, Juan Castellanos: A Rotated Kernel Probabilistic Neural Network (RKPNN) for Multi-class Classification. 152-157
- Liqing Zhang, Andrzej Cichocki: Independent Residual Analysis for Temporally Correlated Signals. 158-165
- Clayton Silva Oliveira, Emílio Del Moral Hernandez: MLP+H: A Hybrid Neural Architecture Formed by the Interaction of Hopfield and Multi-Layer Perceptron Neural Networks. 166-173
- José R. Dorronsoro, Ana M. González, Eduardo Serrano: Linear Unit Relevance in Multiclass NLDA Networks. 174-181
- Geoffroy Simon, Amaury Lendasse, Michel Verleysen: Bootstrap for Model Selection: Linear Approximation of the Optimism. 182-189
Learning
- José M. Jerez-Aragonés, Miguel A. Atencia Ruiz, Francisco J. Vico, Enrique Domínguez Merino: A Learning Rule to Model the Development of Orientation Selectivity in Visual Cortex. 190-197
- Sorin Moga, Philippe Gaussier, Jean-Paul Banquet: Sequence Learning Using the Neural Coding. 198-205
- A. B. M. Shawkat Ali, Ajith Abraham: Improved Kernel Learning Using Smoothing Parameter Based Linear Kernel. 206-213
- Darío Maravall Gómez-Allende, Miguel Ángel Patricio Guisado, Javier de Lope Asiaín: Automatic Car Parking: A Reinforcement Learning Approach. 214-221
- Simon M. Lucas: Discriminative Training of the Scanning N-Tuple Classifier. 222-229
- Elena Montañés, José Ramón Quevedo, Irene Díaz: A Wrapper Approach with Support Vector Machines for Text Categorization. 230-237
- Romina Torres, Rodrigo Salas, Héctor Allende, Claudio Moraga: Robust Expectation Maximization Learning Algorithm for Mixture of Experts. 238-245
- José Ramón Quevedo, Elías F. Combarro, Antonio Bahamonde: Choosing among Algorithms to Improve Accuracy. 246-253
- Pedro Isasi, Fernando Fernández: Evolutionary Approach to Overcome Initialization Parameters in Classification Problems. 254-261
- José Ranilla, Irene Díaz, Javier Fernández: Text Categorisation Using a Partial-Matching Strategy. 262-269
- Juan A. Suárez-Romero, Oscar Fontenla-Romero, Bertha Guijarro-Berdiñas, Amparo Alonso-Betanzos: A New Learning Method for Single Layer Neural Networks Based on a Regularized Cost Function. 270-277
- Pedro Isasi, José María Valls, Inés María Galván: A Better Selection of Patterns in Lazy Learning Radial Basis Neural Networks. 278-285
- Inés González Rodríguez, Jonathan Lawry, James F. Baldwin: An Iterative Fuzzy Prototype Induction Algorithm. 286-293
- Rafaela Benítez-Rochel, José Muñoz-Pérez, Enrique Mérida Casermeiro: A Recurrent Multivalued Neural Network for Codebook Generation in Vector Quantization. 294-301
- Joern Fischer: The Recurrent IML-Network. 302-309
- Joseph Rynkiewicz: Estimation of Multidimensional Regression Model with Multilayer Perceptrons. 310-317
- Ezequiel López-Rubio, José Muñoz-Pérez, José Antonio Gómez-Ruiz: Principal Components Analysis Competitive Learning. 318-325
Self-Organizing Systems
- Rafael del-Hoyo-Alonso, J. David Buldain Pérez, Álvaro Marco: Supervised Classification with Associative SOM. 334-341
- Enrique Mérida Casermeiro, José Muñoz-Pérez, Rafaela Benítez-Rochel: Neural Implementation of Dijkstra's Algorithm. 342-349
- Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández: Spurious Minima and Basins of Attraction in Higher-Order Hopfield Networks. 350-357
- Pedro A. Castillo Valdivieso, Maribel García Arenas, Juan J. Merelo Guervós, Gustavo Romero: Cooperative Co-evolution of Multilayer Perceptrons. 358-365
- Daniel Rodríguez-Pérez, Jose L. Castillo, José Carlos Antoranz: A Statistical Model of Pollution-Caused Pulmonary Crises. 366-373
- Elisa Guerrero Vázquez, Joaquín Pizarro Junquera, Andrés Yáñez Escolano, Pedro L. Galindo: A New Penalty-Based Criterion for Model Selection in Regularized Nonlinear Models. 374-381
- Kurosh Madani, Abdennasser Chebira, Mariusz Rybnik: Data Driven Multiple Neural Network Models Generator Based on a Tree-like Scheduler. 382-389
- Terence Kwok, Kate A. Smith: Performance-Enhancing Bifurcations in a Self-Organising Neural Network. 390-397
- M. Angeles García-Bernal, José Muñoz-Pérez, José Antonio Gómez-Ruiz, I. Ladrón de Guevara-López: A Competitive Neural Network Based on Dipoles. 398-405
- Enrique Mérida Casermeiro, José Muñoz-Pérez, Enrique Domínguez Merino: An N-parallel Multivalued Network: Applications to the Travelling Salesman Problem. 406-413
- Ryunosuke Nishimoto, Jun Tani: Learning to Generate Combinatorial Action Sequences Utilizing the Initial Sensitivity of Deterministic Dynamical Systems. 422-429
- José Muñoz-Pérez, M. Angeles García-Bernal, I. Ladrón de Guevara-López, José Antonio Gómez-Ruiz: BICONN: A Binary Competitive Neural Network. 430-437
- Michael Affenzeller, Stefan Wagner: SASEGASA: An Evolutionary Algorithm for Retarding Premature Convergence by Self-adaptive Selection Pressure Steering. 438-445
- Habiba Drias, Amine Taibi, Sofiane Zekour: Cooperative Ant Colonies for Solving the Maximum Weighted Satisfiability Problem. 446-453
- Jesús González, Ignacio Rojas, Héctor Pomares, Julio Ortega: Designing a Phenotypic Distance Index for Radial Basis Function Neural Networks. 454-461
- David R. C. Dominguez: The Antiquadrupolar Phase of the Biquadratic Neural Network. 462-469
- Antonio Jesús Rivera Rivas, Julio Ortega, Ignacio Rojas, María José del Jesús: Co-evolutionary Algorithm for RBF by Self-Organizing Population of Neurons. 470-477
- Germán Gutiérrez, Beatriz García Jiménez, José M. Molina, Araceli Sanchís: Studying the Capacity of Grammatical Encoding to Generate FNN Architectures. 478-485
- Francisco Javier Marín Martín, Francisco García-Lagos, Gonzalo Joya Caparrós, Francisco Sandoval Hernández: Optimal Phasor Measurement Unit Placement Using Genetic Algorithms. 486-493
- Carlos Cotta: On the Evolutionary Inference of Temporal Boolean Networks. 494-501
- Juan J. Merelo Guervós, Pedro A. Castillo Valdivieso, Gustavo Romero, Maribel García Arenas: Specifying Evolutionary Algorithms in XML. 502-509
- C. González, Juan Diego Rodríguez, José Antonio Lozano, Pedro Larrañaga: Analysis of the Univariate Marginal Distribution Algorithm Modeled by Markov Chains. 510-517
- Eloy Sanz-Tapia, Nicolás García-Pedrajas, Domingo Ortiz-Boyer, César Hervás-Martínez: Node Level Crossover Applied to Neural Network Evolution. 518-525
- Gustavo Romero, Maribel García Arenas, Pedro A. Castillo Valdivieso, Juan J. Merelo Guervós: Visualization of Neural Net Evolution. 534-541
- A. Castellanos-Moreno: Separable Recurrent Neural Networks Treated with Stochastic Velocities. 542-549
- Jesús González, Ignacio Rojas, Héctor Pomares, Julio Ortega: Studying the Convergence of the CFA Algorithm. 550-557
- Mariusz Rybnik, Abdennasser Chebira, Kurosh Madani: Auto-adaptive Neural Network Tree Structure Based on Complexity Estimator. 558-565
Artificial Intelligence and Cognition
- Juan Vicente Sánchez-Andrés: Intelligence and Computation: A View from Physiology. 566-573
- Mariano Rincón, Margarita Bachiller, José Mira, Rafael Martínez-Tomás: Image Understanding Analysis at the Knowledge Level as a Design Task. 574-581
- Aureli Soria-Frisch, Mario Köppen: Morphological Clustering of the SOM for Multi-dimensional Image Segmentation. 582-589
- Francisco Bellas, Richard J. Duro: Introducing Long Term Memory in an ANN Based Multilevel Darwinist Brain. 590-597
- Juan R. Rabuñal, Julian Dorado, Alejandro Pazos, Daniel Rivero: Rules and Generalization Capacity Extraction from ANN with GP. 606-613
- Carlos Hernández-Espinosa, Mercedes Fernández-Redondo, Mamen Ortiz-Gómez: Rule Extraction from a Multilayer Feedforward Trained Network via Interval Arithmetic Inversion. 622-630
- Marian Gheorghe, Carlos Martín-Vide, Victor Mitrana, Mario J. Pérez-Jiménez: An Agent Based Approach of Collective Foraging. 638-645
- Haydemar Núñez, Cecilio Angulo, Andreu Català: Hybrid Architecture Based on Support Vector Machines. 646-653
- Jesús Medina, Enrique Mérida Casermeiro, Manuel Ojeda-Aciego: A Neural Approach to Extended Logic Programs. 654-661
Bioinspired Developments
- Juan Pazos, Alfonso Rodríguez-Patón, Andrés Silva: Solving SAT in Linear Time with a Neural-Like Membrane System. 662-669
- Ludovic Alvado, Sylvain Saïghi, Jean Tomas, Sylvie Renaud-Le Masson: An Exponential-Decay Synapse Integrated Circuit for Bio-inspired Neural Networks. 670-677
- José Manuel Ferrández de Vicente, M. A. Sacristán, María Victoria Rodellar Biarge, Pedro Gómez Vilda: A High Level Synthesis of an Auditory Mechanical to Neural Transduction Circuit. 678-685
- María T. López, Miguel Angel Fernández, Antonio Fernández-Caballero, Ana E. Delgado García: Neurally Inspired Mechanisms for the Dynamic Visual Attention Map Generation Task. 694-701
- Nabil Ouerhani, Heinz Hügli: A Model of Dynamic Visual Attention for Object Tracking in Natural Image Sequences. 702-709
- Javier Díaz, Sonia Mota, Eduardo Ros, Guillermo Botella Juan: Neural Competitive Structures for Segmentation Based on Motion Features. 710-717
- Pedro Gil-Jiménez, Saturnino Maldonado-Bascón, Roberto Gil-Pita, Hilario Gómez-Moreno: Background Pixel Classification for Motion Detection in Video Image Sequences. 718-725
- Carlos Andrés Peña-Reyes, Rosa Villa, Luis Prieto, Eduardo Sanchez: COBRA: An Evolved Online Tool for Mammography Interpretation. 726-733
- José M. Jerez, Leonardo Franco, Ignacio Molina: CBA Generated Receptive Fields Implemented in a Facial Expression Recognition Task. 734-741
- Rodrigo Verschae, Javier Ruiz-del-Solar: A Hybrid Face Detector Based on an Asymmetrical Adaboost Cascade Detector and a Wavelet-Bayesian-Detector. 742-749
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last updated on 2013-06-19T203413 by the dblp team