| 2006 | Learning Multiple Models of Non-linear Dynamics for Control Under Varying Contexts. | Georgios Petkos, Marc Toussaint, Sethu Vijayakumar |
| 2006 | A Nearest Features Classifier Using a Self-organizing Map for Memory Base Evaluation. | Christos Pateritsas, Andreas Stafylopatis |
| 2006 | Feature Extraction Using Class-Augmented Principal Component Analysis (CA-PCA). | Myoung Soo Park, Jin Hee Na, Jin Young Choi |
| 2006 | Temporal Processing in a Spiking Model of the Visual System. | Christo Panchev |
| 2006 | Rotation-Invariant Pattern Recognition: A Procedure Slightly Inspired on Olfactory System and Based on Kohonen Network. | Marcelo Benedeti Palermo, Luiz Henrique Alves Monteiro |
| 2006 | Semi-supervised Significance Score of Differential Gene Expressions. | Shigeyuki Oba, Shin Ishii |
| 2006 | Development of a Neural Net-Based, Personalized Secure Communication Link. | Dirk Neumann, Rolf Eckmiller, Oliver Baruth |
| 2006 | A Virtual Machine for Neural Computers. | Joo Pedro Guerreiro Neto |
| 2006 | Learning by Integrating Information Within and Across Fixations. | Predrag Neskovic, Liang Wu, Leon N. Cooper |
| 2006 | A Parameter in the Learning Rule of SOM That Incorporates Activation Frequency. | Antonio Neme, Pedro Miramontes |
| 2006 | Composite Algorithm for Adaptive Mesh Construction Based on Self-Organizing Maps. | Olga Nechaeva |
| 2006 | Kernel PCA as a Visualization Tools for Clusters Identifications. | Alissar Nasser, Denis Hamad, Chaiban Nasr |
| 2006 | Ensemble Learning with Local Diversity. | Ricardo anculef, Carlos Valle, Hctor Allende, Claudio Moraga |
| 2006 | Analytic Solution of Hierarchical Variational Bayes in Linear Inverse Problem. | Shinichi Nakajima, Sumio Watanabe |
| 2006 | Alternatives to Parameter Selection for Kernel Methods. | Alberto Muoz, Isaac Martn de Diego, Javier M. Moguerza |
| 2006 | Non-destructive Testing for Assessing Structures by Using Soft-Computing. | Luis Eduardo Mujica, Josep Veh, Jos Rodellar |
| 2006 | On the Variants of the Self-Organizing Map That Are Based on Order Statistics. | Vassiliki Moschou, Dimitrios Ververidis, Constantine Kotropoulos |
| 2006 | Physical Mapping of Spiking Neural Networks Models on a Bio-inspired Scalable Architecture. | Juan Manuel Moreno, Javier Iglesias, Jan Eriksson, Alessandro E. P. Villa |
| 2006 | Investigation of Topographical Stability of the Concave and Convex Self-Organizing Map Variant. | Fabien Molle, Jens Christian Claussen |
| 2006 | A Forward / Inverse Motor Controller for Cognitive Robotics. | Vishwanathan Mohan, Pietro Morasso |
| 2006 | Can AdaBoost.M1 Learn Incrementally? A Comparison to Learn | Hussein Syed Mohammed, James Leander, Matthew Marbach, Robi Polikar |
| 2006 | OFDM Channel Equalization Based on Radial Basis Function Networks. | Giuseppina Moffa |
| 2006 | Evolutionary Optimization of Sequence Kernels for Detection of Bacterial Gene Starts. | Britta Mersch, Tobias Glasmachers, Peter Meinicke, Christian Igel |
| 2006 | A Cognitive Model of Multi-objective Multi-concept Formation. | Toshihiko Matsuka, Yasuaki Sakamoto, Jeffrey V. Nickerson, Arieta Chouchourelou |
| 2006 | A Fixed-Point Algorithm of Topographic ICA. | Yoshitatsu Matsuda, Kazunori Yamaguchi |