Adaptive and Natural Computing Algorithms

Neural Networks

1. Evolution of Multi-class Single Layer Perceptron

   • Sarunas Raudys

   Pages 1-10

2. Estimates of Approximation Rates by Gaussian Radial-Basis Functions

   • Paul C. Kainen, Věra Kůrková, Marcello Sanguineti

   Pages 11-18

3. Least Mean Square vs. Outer Bounding Ellipsoid Algorithm in Confidence Estimation of the GMDH Neural Networks

   • Marcin Mrugalski, Józef Korbicz

   Pages 19-26

4. On Feature Extraction Capabilities of Fast Orthogonal Neural Networks

   • Bartłomiej Stasiak, Mykhaylo Yatsymirskyy

   Pages 27-36

5. Neural Computations by Asymmetric Networks with Nonlinearities

   • Naohiro Ishii, Toshinori Deguchi, Masashi Kawaguchi

   Pages 37-45

6. Properties of the Hermite Activation Functions in a Neural Approximation Scheme

   • Bartlomiej Beliczynski

   Pages 46-54

7. Study of the Influence of Noise in the Values of a Median Associative Memory

   • Humberto Sossa, Ricardo Barrón, Roberto A. Vázquez

   Pages 55-62

8. Impact of Learning on the Structural Properties of Neural Networks

   • Branko Šter, Ivan Gabrijel, Andrej Dobnikar

   Pages 63-70

9. Learning Using a Self-building Associative Frequent Network

   • Jin-Guk Jung, Mohammed Nazim Uddin, Geun-Sik Jo

   Pages 71-79

10. Proposal of a New Conception of an Elastic Neural Network and Its Application to the Solution of a Two-Dimensional Travelling Salesman Problem

    • Tomasz Szatkiewicz

    Pages 80-87

11. Robust Stability Analysis for Delayed BAM Neural Networks

    • Yijing Wang, Zhiqiang Zuo

    Pages 88-97

12. A Study into the Improvement of Binary Hopfield Networks for Map Coloring

    • Gloria Galán-Marín, Enrique Mérida-Casermeiro, Domingo López-Rodríguez, Juan M. Ortiz-de-Lazcano-Lobato

    Pages 98-106

13. Automatic Diagnosis of the Footprint Pathologies Based on Neural Networks

    • Marco Mora, Mary Carmen Jarur, Daniel Sbarbaro

    Pages 107-114

14. Mining Data from a Metallurgical Process by a Novel Neural Network Pruning Method

    • Henrik Saxén, Frank Pettersson, Matias Waller

    Pages 115-122

15. Dynamic Ridge Polynomial Neural Networks in Exchange Rates Time Series Forecasting

    • Rozaida Ghazali, Abir Jaafar Hussain, Dhiya Al-Jumeily, Madjid Merabti

    Pages 123-132

16. Neural Systems for Short-Term Forecasting of Electric Power Load

    • Michał Ba̧k, Andrzej Bielecki

    Pages 133-142

17. Jet Engine Turbine and Compressor Characteristics Approximation by Means of Artificial Neural Networks

    • Maciej Ławryńczuk

    Pages 143-152

18. Speech Enhancement System Based on Auditory System and Time-Delay Neural Network

    • Jae-Seung Choi, Seung-Jin Park

    Pages 153-160

19. Recognition of Patterns Without Feature Extraction by GRNN

    • Övünç Polat, Tülay Yıldırım

    Pages 161-168