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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 II

  • José Mira
  • José R. Álvarez
Conference proceedings IWANN 2003

Part of the Lecture Notes in Computer Science book series (LNCS, volume 2687)

Table of contents

  1. Front Matter
    Pages I-XXVII
    PDF

  2. Nets Design

    1. FPGA Implementation of a Perceptron-like Neural Network for Embedded Applications
      Eva M. Ortigosa, Antonio Cañas, Eduardo Ros, Richard R. Carrillo
      Pages 1-8
    2. NSP: a Neuro–Symbolic Processor
      Ernesto Burattini, Massimo De Gregorio, Victor M. G. Ferreira, Felipe M. G. França
      Pages 9-16
    3. Reconfigurable Hardware Architecture for Compact and Efficient Stochastic Neuron
      Nadia Nedjah, Luiza de Macedo Mourelle
      Pages 17-24
    4. Current mode CMOS synthesis of a motor–control neural system
      Ginés Doménech-Asensi, Ramón Ruiz-Merino, Hans Hauer, José Ángel Díaz-Madrid
      Pages 25-32
    5. New emulated discrete model of CNN architecture for FPGA and DSP applications
      Martínez J.J., Toledo F.J., Ferrández J.M.
      Pages 33-40
    6. A Binary Multiplier Using RTD Based Threshold Logic Gates
      P M Kelly, C J Thompson, T M McGinnity, L P Maguire
      Pages 41-48
    7. Split-Precharge Differential Noise-Immune Threshold Logic Gate (SPD-NTL)
      Suryanarayana Tatapudi, Valeriu Beiu
      Pages 49-56
    8. UV-programmable Floating-Gate CMOS Linear Threshold Element ”P1N3”
      Snorre Aunet, Yngvar Berg
      Pages 57-64
    9. CMOS Implementation of Generalized Threshold Functions
      Marius Padure, Sorin Cotofana, Stamatis Vassiliadis
      Pages 65-72
    10. A-DELTA: A 64-bit High Speed, Compact, Hybrid Dynamic-CMOS/Threshold-Logic Adder
      Peter Celinski, Sorin D. Cotofana, Derek Abbott
      Pages 73-80
    11. Validation of a Cortical Electrode Model for Neuroprosthetics purposes
      García-de-Quirós F.J, Bonomini M.P., Ferrández J.M., Fernández E.
      Pages 81-88
    12. XMLP: a Feed-Forward Neural Network with Two-Dimensional Layers and Partial Connectivity
      Antonio Canas, Eva M. Ortigosa, Antonio F. Díaz, Julio Ortega
      Pages 89-96
    13. An analogue current–mode hardware design proposal for preprocessing layers in ART-based neural networks
      José-Alejandro López Alcantud, José-Ángel Díaz Madrid, Hans Hauer, Ramón Ruiz Merino
      Pages 97-104
    14. On the effects of dimensionality on data analysis with neural networks
      M. Verleysen, D. Francois, G. Simon, V. Wertz
      Pages 105-112
    15. Hardware Optimization of a Novel Spiking Neuron Model for the POEtic tissue.
      Oriol Torres, Jan Eriksson, Juan Manuel Moreno, Alessandro Villa
      Pages 113-120
    16. Implementing a Margolus Neighborhood Cellular Automata on a FPGA
      Joaquín Cerda, Rafael Gadea, Guillermo Paya
      Pages 121-128
    17. An Empirical Comparison of Training Algorithms for Radial Basis Functions
      Mamen Ortiz-Gómez, Carlos Hernández-Espinosa, Mercedes Fernández-Redondo
      Pages 129-136
    18. Ensemble Methods for Multilayer Feedforward: An Experimental Study
      Carlos Hernández-Espinosa, Mercedes Fernández-Redondo, Mamen Ortiz-Gómez
      Pages 137-144
    19. Post-synaptic Time-dependent Conductances in Spiking Neurons: FPGA Implementation of a Flexible Cell Model
      Eduardo Ros, Rodrigo Agis, Richard R. Carrillo, Eva M. Ortigosa
      Pages 145-152

  3. Applications in Robotics

    1. A Recurrent Neural Network for Robotic Sensory-based Search
      Darlo Maravall, Javier de Lope, Miguel Ángel Patricio
      Pages 153-160
    2. The Knowledge Engineering approach to Autonomous Robotics
      Jose Mira, José Ramón, Álvarez Sánchez, Félix de la Paz Lopez
      Pages 161-168
    3. Multimodule Artificial Neural Network Architectures for Autonomous Robot Control Through Behavior Modulation
      J. A. Becerra, J. Santos, R. J. Duro
      Pages 169-176
    4. Solving the Inverse Kinematics in Humanoid Robots: A Neural Approach
      Javier de Lope, Telmo Zarraonandia, Rafaela González-Careaga, Darío Maravall
      Pages 177-184
    5. Sensory-motor control scheme based on Kohonen Maps and AVITE model
      Juan L. Pedreno-Molina, Antonio Guerrero-Gonzalez, Oscar A. Florez-Giraldo, J. Molina- Vilaplana
      Pages 185-192
    6. Validation of Features for Characterizing Robot Grasps
      Eris Chinellato, Antonio Morales, Pedro Sanz Valero, Ángel P. del Pobil
      Pages 193-200
    7. Self-Organizing Maps versus Growing Neural Gas in a Robotic Application
      Paola Baldassarri, Paolo Puliti, Anna Montesanto, Guido Tascini
      Pages 201-208
    8. Towards reactive navigation and attention skills for 3D intelligent characters
      Miguel Lozano, Francisco Grimaldo, Javier Villaplana
      Pages 209-216
    9. From Continuous Behaviour to Discrete Knowledge
      Agapito Ledezma, Fernando Fernández, Ricardo Aler
      Pages 217-224

  4. Sources Separation

    1. Initialisation of Nonlinearities for PNL and Wiener systems Inversion
      Jordi Sole-Casals, Christian Jutten, Dinh-Tuan Pham
      Pages 225-232
    2. Evolutionary Algorithm Using Mutual Information for Independent Component Analysis
      F. Rojas, C. G. Puntonet, M.R. Álvarez, I. Rojas
      Pages 233-240
    3. Blind separation of linear-quadratic mixtures of real sources using a recurrent structure
      Shahram Hosseini, Yannick Deville
      Pages 241-248
    4. Advances in Neyman-Pearson Neural Detectors Design
      Diego Andina, Santiago Torres-Alegre, Antonio Vega-Corona, Antonio Álvarez-Vellisco
      Pages 249-256
    5. A novel unsupervised strategy to separate convolutive mixtures in the frequency domain
      Adriana Dapena, Carlos Escudero
      Pages 257-264
    6. An improved geometric overcomplete blind source separation algorithm
      Fabian J. Theis, Carlos G. Puntonet, Elmar W. Lang
      Pages 265-272
    7. Application of Independent Component Analysis to Edge Detection and Watermarking
      Susana Hornillo-Mellado, Rubén Martín-Clemente, José I. Acha, Carlos G. Puntonet
      Pages 273-280
    8. A new Geometrical ICA-based method for Blind Separation of Speech Signals.
      Manuel Rodriguez-Alvarez, Fernando Rojas, Elmar W. Lang, Ignacio Rojas
      Pages 281-288
    9. A time-frequency blind source separation method based on segmented coherence function
      Benoit Albouy, Yannick Deville
      Pages 289-296
    10. ISFET Source Separation based on linear ICA
      Sergio Bermejo
      Pages 297-304
    11. An application of ICA to blind DS-CDMA detection: a joint optimization criterion
      Iván Durán, Sergio Cruces
      Pages 305-312

  5. Genetics Algorithms

    1. A Genetic Algorithm for Controlling Elevator Group Systems
      P. Cortes, J. Larrañeta, L. Onieva
      Pages 313-320
    2. Protein Structure Prediction Using Evolutionary Algorithms Hybridized with Backtracking
      Carlos Cotta
      Pages 321-328
    3. Hybridizing a Genetic Algorithm with Local Search and Heuristic Seeding
      Jorge Puente, Camino R. Vela, Carlos Prieto, Ramiro Varela
      Pages 329-336
    4. A Genetic Algorithm for Assembly Sequence Planning
      Carmelo Del Valle, Rafael M. Gasca, Miguel Toro, Eduardo F. Camacho
      Pages 337-344
    5. Genetic Algorithm applied to Paroxysmal Atrial Fibrillation Prediction
      Sonia Mota, Eduardo Ros, Francisco de Toro, Julio Ortega
      Pages 345-352
    6. Optimizing supply strategies in the Spanish Electrical Market
      Enrique A. de la Cal Marín, Luciano Sánchez Ramos
      Pages 353-360
    7. Improving the Efficiency of Multiple Sequence Alignment by Genetic Algorithms
      Juan Seijas, Carmen Morató, Diego Andina, Antonio Vega-Corona
      Pages 361-368
    8. A real application example of a control structure selection by means of a multiobjective genetic algorithm
      M. Parrilla Sánchez, J. Aranda Almansa
      Pages 369-376
    9. Weighting and Feature Selection on Gene-Expression data by the use of Genetic Algorithms
      Olga M. Pérez, Manuel Hidalgo-Conde, Francisco J. Marín, Oswaldo Trelles
      Pages 377-384
    10. Supervised Segmentation of the Cervical Cell Images by using the Genetic Algorithms
      Nadia Lassouaoui, Latifa Hamami, Fairouz Chehbour
      Pages 385-392

Other volumes

  1. Computational Methods in Neural Modeling
    7th International Work-Conference on Artificial and Natural Neural Networks, IWANN 2003 Maó, Menorca, Spain, June 3–6, 2003 Proceedings, Part I
  2. 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 II

About these proceedings

Keywords

Performance artificial intelligence brain-like computing connectionism distributed systems evolutionary algorithm evolutionary algorithms genetic algorithms image analysis logic neural computing neural learning neural networks neuroscience speech processing

Editors and affiliations

  • José Mira
    • 1
  • José R. Álvarez
    • 1
  1. 1.E.T.S. de Ingeniería Informática Departamento de Inteligencia ArtificialUniversidad Nacional de Educación a DistanciaMadridSpain

Bibliographic information

  • DOI https://doi.org/10.1007/3-540-44869-1
  • Copyright Information Springer-Verlag Berlin Heidelberg 2003
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-540-40211-4
  • Online ISBN 978-3-540-44869-3
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site