| 2009 | Bilinear Adaptive Parameter Estimation in Fuzzy Cognitive Networks. | Theodore L. Kottas, Yiannis S. Boutalis, Manolis A. Christodoulou |
| 2009 | Neural Network Control of Unknown Nonlinear Systems with Efficient Transient Performance. | Elias B. Kosmatopoulos, Manolis Diamantis, Markos Papageorgiou |
| 2009 | Neuro-fuzzy Rough Classifier Ensemble. | Marcin Korytkowski, Robert Nowicki, Rafal Scherer |
| 2009 | Acquiring and Classifying Signals from Nanopores and Ion-Channels. | Bharatan Konnanath, Prasanna Sattigeri, Trupthi Mathew, Andreas Spanias, Shalini Prasad, Michael Goryll, Trevor Thornton, Peter Knee |
| 2009 | Connectionist Models for Formal Knowledge Adaptation. | Ilianna Kollia, Nikos Simou, Giorgos B. Stamou, Andreas Stafylopatis |
| 2009 | Hippocampus, Amygdala and Basal Ganglia Based Navigation Control. | Ansgar R. Koene, Tony J. Prescott |
| 2009 | Classification Based on Combination of Kernel Density Estimators. | Mateusz Kobos, Jacek Mandziuk |
| 2009 | Structural Analysis on STDP Neural Networks Using Complex Network Theory. | Hideyuki Kato, Tohru Ikeguchi, Kazuyuki Aihara |
| 2009 | A Fast BMU Search for Support Vector Machine. | Wataru Kasai, Yutaro Tobe, Osamu Hasegawa |
| 2009 | Dynamics of Incremental Learning by VSF-Network. | Yoshitsugu Kakemoto, Shinichi Nakasuka |
| 2009 | Optimizing Generic Neural Microcircuits through Reward Modulated STDP. | Prashant Joshi, Jochen Triesch |
| 2009 | Hierarchical Architecture with Modular Network SOM and Modular Reinforcement Learning. | Masumi Ishikawa, Kosuke Ueno |
| 2009 | Decomposition Methods for Detailed Analysis of Content in ERP Recordings. | Vasiliki Iordanidou, Kostas Michalopoulos, Vangelis Sakkalis, Michalis E. Zervakis |
| 2009 | Kernel CMAC with Reduced Memory Complexity. | Gbor Horvth, Kristf Gti |
| 2009 | Logics and Networks for Human Reasoning. | Steffen Hlldobler, Carroline Dewi Puspa Kencana Ramli |
| 2009 | Switching Hidden Markov Models for Learning of Motion Patterns in Videos. | Matthias Hffken, Daniel Oberhoff, Marina Kolesnik |
| 2009 | Improved Storage Capacity in Correlation Matrix Memories Storing Fixed Weight Codes. | Stephen Hobson, Jim Austin |
| 2009 | Strengthening the Forward Variable Selection Stopping Criterion. | Luis Javier Herrera, Gins Rubio, Hctor Pomares, Ben Paechter, Alberto Guilln, Ignacio Rojas |
| 2009 | Basis Decomposition of Motion Trajectories Using Spatio-temporal NMF. | Sven Hellbach, Julian Eggert, Edgar Krner, Horst-Michael Gross |
| 2009 | Adaptive Ensemble Models of Extreme Learning Machines for Time Series Prediction. | Mark van Heeswijk, Yoan Miche, Tiina Lindh-Knuutila, Peter A. J. Hilbers, Timo Honkela, Erkki Oja, Amaury Lendasse |
| 2009 | Profiling of Mass Spectrometry Data for Ovarian Cancer Detection Using Negative Correlation Learning. | Shan He, Huanhuan Chen, Xiaoli Li, Xin Yao |
| 2009 | Coexistence of Cell Assemblies and STDP. | Florian Hauser, David Bouchain, Gnther Palm |
| 2009 | Large-Scale Real-Time Object Identification Based on Analytic Features. | Stephan Hasler, Heiko Wersing, Stephan Kirstein, Edgar Krner |
| 2009 | Mental Simulation, Attention and Creativity. | Matthew Hartley, John G. Taylor |
| 2009 | Mutual Learning with Many Linear Perceptrons: On-Line Learning Theory. | Kazuyuki Hara, Yoichi Nakayama, Seiji Miyoshi, Masato Okada |