1. A Sigma-Pi-Sigma Neural Network (SPSNN)

   • Chien-Kuo Li

   OriginalPaper Pages: 1 - 19

2. A Learning Algorithm for Evolving Cascade Neural Networks

   • Vitaly Schetinin

   OriginalPaper Pages: 21 - 31

3. Weight Initialization for Simultaneous Recurrent Neural Network Trained with a Fixed-point Learning Algorithm

   • Gursel Serpen
   • Yifeng Xu

   OriginalPaper Pages: 33 - 41

4. A Note on the Universal Approximation Capability of Support Vector Machines

   • Barbara Hammer
   • Kai Gersmann

   OriginalPaper Pages: 43 - 53

5. A New Learning Algorithm Using Simultaneous Perturbation with Weight Initialization

   • T. Kathirvalavakumar
   • P. Thangavel

   OriginalPaper Pages: 55 - 68

6. Topic Identification in Dynamical Text by Complexity Pursuit

   • Ella Bingham
   • Ata Kabán
   • Mark Girolami

   OriginalPaper Pages: 69 - 83

7. A Data-Reusing Nonlinear Gradient Descent Algorithm for a Class of Complex-Valued Neural Adaptive Filters

   • Andrew I. Hanna
   • Danilo P. Mandic

   OriginalPaper Pages: 85 - 91

8. Differential Evolution Training Algorithm for Feed-Forward Neural Networks

   • Jarmo Ilonen
   • Joni-Kristian Kamarainen
   • Jouni Lampinen

   OriginalPaper Pages: 93 - 105

9. Global Robust Exponential Stability of Interval Neural Networks with Delays

   • Changyin Sun
   • Chun-Bo Feng

   OriginalPaper Pages: 107 - 115