Neural Processing Letters, Volume 17

Volume 17, Number 1, 2003

Chien-Kuo Li: A Sigma Pi Sigma Neural Network (SPSNN). 1-19 BibTeX
Vitaly Schetinin: A Learning Algorithm for Evolving Cascade Neural Networks. 21-31 BibTeX
Gürsel Serpen, Yifeng Xu: Weight Initialization for Simultaneous Recurrent Neural Network Trained with a Fixed point Learning Algorithm. 33-41 BibTeX
Barbara Hammer, Kai Gersmann: A Note on the Universal Approximation Capability of Support Vector Machines. 43-53 BibTeX
T. Kathirvalavakumar, P. Thangavel: A New Learning Algorithm Using Simultaneous Perturbation with Weight Initialization. 55-68 BibTeX
Ella Bingham, Ata Kabán, Mark Girolami: Topic Identification in Dynamical Text by Complexity Pursuit. 69-83 BibTeX
Andrew I. Hanna, Danilo P. Mandic: A Data Reusing Nonlinear Gradient Descent Algorithm for a Class of Complex Valued Neural Adaptive Filters. 85-91 BibTeX
Jarmo Ilonen, Joni-Kristian Kamarainen, Jouni Lampinen: Differential Evolution Training Algorithm for Feed Forward Neural Networks. 93-105 BibTeX
Changyin Sun, Chun-Bo Feng: Global Robust Exponential Stability of Interval Neural Networks with Delays. 107-115 BibTeX

Panu Somervuo: Speech Dimensionality Analysis on Hypercubical Self Organizing Maps. 125-136 BibTeX
Francisco Javier López Aligué, Ignacio Alvarez Troncoso, M. Isabel Acevedo Sotoca, Carlos J. García Orellana, Miguel Macías Macías: A Method for the Improvement of the Behavior of Bidirectional Associative Memories as Pattern Classifiers. 137-148 BibTeX
Yaochu Jin, Bernhard Sendhoff: Extracting Interpretable Fuzzy Rules from RBF Networks. 149-164 BibTeX
Hoi-Ming Chi, Okan K. Ersoy: Recursive Update Algorithm for Least Squares Support Vector Machines. 165-173 BibTeX
Siu-Yeung Cho, Zheru Chi, Zhiyong Wang, Wan-Chi Siu: Efficient Learning in Adaptive Processing of Data Structures. 175-190 BibTeX
Antti Honkela, Harri Valpola, Juha Karhunen: Accelerating Cyclic Update Algorithms for Parameter Estimation by Pattern Searches. 191-203 BibTeX
Brijnesh J. Jain, Fritz Wysotzki: Automorphism Partitioning with Neural Networks. 205-215 BibTeX

Inna Stainvas, David Lowe: A Generative Probabilistic Oriented Wavelet Model for Texture Segmentation. 217-238 BibTeX
Hong-Mo Je, Daijin Kim, Sung Yang Bang: Human Face Detection in Digital Video Using SVMEnsemble. 239-252 BibTeX
Sitao Wu, Tommy W. S. Chow: Self-Organizing-Map Based Clustering Using a Local Clustering Validity Index. 253-271 BibTeX
Mohammad-Taghi Vakil-Baghmisheh, Nikola Pavesic: A Fast Simplified Fuzzy ARTMAP Network. 273-316 BibTeX