1. Symmetry and Network Structure

   • Stefan Reimann

   OriginalPaper Pages: 1 - 10

2. A New Weight Initialization Method for the MLP with the BP in Multiclass Classification Problems

   • Myung-Chan Kim
   • Chong-Ho Choi

   OriginalPaper Pages: 11 - 23

3. Two Neural Network Construction Methods

   • G. Thimm
   • E. Fiesler

   OriginalPaper Pages: 25 - 31

4. A Neural Network for PCA and Beyond

   • Colin Fyfe

   OriginalPaper Pages: 33 - 41

5. An Enhancement of Generalization Ability in Cascade Correlation Algorithm by Avoidance of Overfitting/Overtraining Problem

   • Igor V. Tetko
   • Alessandro E.P. Villa

   OriginalPaper Pages: 43 - 50

6. An Efficient Partition of Training Data Set Improves Speed and Accuracy of Cascade-correlation Algorithm

   • Igor V. Tetko
   • Alessandro E.P. Villa

   OriginalPaper Pages: 51 - 59