1. Neural Network Architecture Selection: Can Function Complexity Help?

   • Iván Gómez
   • Leonardo Franco
   • José M. Jerez

   OriginalPaper 15 July 2009 Pages: 71 - 87

2. Soft Constraint Harmonic Energy Minimization for Transductive Learning and its Two Interpretations

   • Changshui Zhang
   • Feiping Nie
   • Chenping Hou

   OriginalPaper 23 August 2009 Pages: 89 - 102

3. A New Discriminant Principal Component Analysis Method with Partial Supervision

   • Dan Sun
   • Daoqiang Zhang

   OriginalPaper 10 July 2009 Pages: 103 - 112

4. Automatic Model Selection by Cross-Validation for Probabilistic PCA

   • Ezequiel López-Rubio
   • Juan Miguel Ortiz-de-Lazcano-Lobato

   OriginalPaper 15 July 2009 Pages: 113 - 132

5. Linear Multilayer ICA Using Adaptive PCA

   • Yoshitatsu Matsuda
   • Kazunori Yamaguchi

   OriginalPaper 15 July 2009 Pages: 133 - 144

6. Stochastic Resonance in Recurrent Neural Network with Hopfield-Type Memory

   • Naofumi Katada
   • Haruhiko Nishimura

   OriginalPaper 15 August 2009 Pages: 145 - 154

7. Improved Results on Passivity Analysis of Uncertain Neural Networks with Time-Varying Discrete and Distributed Delays

   • Yonggang Chen
   • Wenlin Li
   • Weiping Bi

   OriginalPaper 22 August 2009 Pages: 155 - 169