1. Towards the Optimal Learning Rate for Backpropagation

   • Danilo P. Mandic
   • Jonathon A. Chambers

   OriginalPaper Pages: 1 - 5

2. A New Method to Increase the Margin of Multilayer Perceptrons

   • Vincent Lemaire
   • Olivier Bernier
   • Fabrice Clérot

   OriginalPaper Pages: 7 - 15

3. Learning Synaptic Clusters for Nonlinear Dendritic Processing

   • Michael W. Spratling
   • Gillian M. Hayes

   OriginalPaper Pages: 17 - 27

4. Online Interactive Neuro-evolution

   • A. Agogino
   • K. Stanley
   • R. Miikkulainen

   OriginalPaper Pages: 29 - 38

5. A Minimax Method for Learning Functional Networks

   • E. Castillo
   • J. M. Gutiírrez
   • C. Castillo

   OriginalPaper Pages: 39 - 49

6. Evaluating the Generalization Ability of Support Vector Machines through the Bootstrap

   • Davide Anguita
   • Andrea Boni
   • Sandro Ridella

   OriginalPaper Pages: 51 - 58

7. Building Adaptive Basis Functions with a Continuous Self-OrganizingMap

   • Marcos M. Campos
   • Gail A. Carpenter

   OriginalPaper Pages: 59 - 78