| 2005 | Independent Subspace Analysis Using | Barnabs Pczos, Andrs Lrincz |
| 2005 | The Emergence of Visual Object Recognition. | Alessio Plebe, Rosaria Grazia Domenella |
| 2005 | Efficient Source Detection Using Integrate-and-Fire Neurons. | Laurent Perrinet |
| 2005 | The CIRCE Head: A Biomimetic Sonar System. | Herbert Peremans, Jonas Reijniers |
| 2005 | Componentwise Support Vector Machines for Structure Detection. | Kristiaan Pelckmans, Johan A. K. Suykens, Bart De Moor |
| 2005 | A Real-Time, FPGA Based, Biologically Plausible Neural Network Processor. | Martin J. Pearson, Ian Gilhespy, Kevin N. Gurney, Chris Melhuish, Benjamin Mitchinson, Mokhtar Nibouche, Anthony G. Pipe |
| 2005 | Improved, Simpler Neural Controllers for Lamprey Swimming. | Leena N. Patel, John Hallam, Alan F. Murray |
| 2005 | Global Stability Conditions of Locally Recurrent Neural Networks. | Krzysztof Patan, Jzef Korbicz, Przemyslaw Pretki |
| 2005 | Bayesian Hierarchical Ordinal Regression. | Ulrich Paquet, Sean B. Holden, Andrew Naish-Guzman |
| 2005 | f-SWRL: A Fuzzy Extension of SWRL. | Jeff Z. Pan, Giorgos B. Stamou, Vassilis Tzouvaras, Ian Horrocks |
| 2005 | Energy of Brain Potentials Evoked During Visual Stimulus: A New Biometric? | Ramaswamy Palaniappan, Danilo P. Mandic |
| 2005 | A Hardware/Software Framework for Real-Time Spiking Systems. | Matthias Oster, Adrian M. Whatley, Shih-Chii Liu, Rodney J. Douglas |
| 2005 | HYDRA: From Cellular Biology to Shape-Changing Artefacts. | Esben Hallundbk stergaard, David Johan Christensen, Peter Eggenberger, Tim Taylor, Peter Ottery, Henrik Hautop Lund |
| 2005 | Recognition of Heartbeats Using Support Vector Machine Networks - A Comparative Study. | Stanislaw Osowski, Tran Haoi Linh, Tomasz Markiewicz |
| 2005 | Short Term Memories and Forcing the Re-use of Knowledge for Generalization. | Laurent Orseau |
| 2005 | A Simplified Forward-Propagation Learning Rule Applied to Adaptive Closed-Loop Control. | Yoshihiro Ohama, Naohiro Fukumura, Yoji Uno |
| 2005 | Troubleshooting in GSM Mobile Telecommunication Networks Based on Domain Model and Sensory Information. | Dragan Obradovic, Ruxandra Scheiterer |
| 2005 | Modified Cost Functions for Modelling Air Quality Time Series by Using Neural Networks. | Giuseppe Nunnari, Flavio Cannav |
| 2005 | Discriminative Common Images for Face Recognition. | Vo Dinh Minh Nhat, Sungyoung Lee |
| 2005 | Statistical Properties of Lattices Affect Topographic Error in Self-organizing Maps. | Antonio Neme, Pedro Miramontes |
| 2005 | Face Identification Performance Using Facial Expressions as Perturbation. | Minoru Nakayama, Takashi Kumakura |
| 2005 | Lagrange Neural Network for Solving CSP Which Includes Linear Inequality Constraints. | Takahiro Nakano, Masahiro Nagamatu |
| 2005 | An Off-Policy Natural Policy Gradient Method for a Partial Observable Markov Decision Process. | Yutaka Nakamura, Takeshi Mori, Shin Ishii |
| 2005 | On the Explicit Use of Example Weights in the Construction of Classifiers. | Andrew Naish-Guzman, Sean B. Holden, Ulrich Paquet |
| 2005 | Single-Unit Recordings Revisited: Activity in Recurrent Microcircuits. | Raul Cristian Muresan, Gordon Pipa, Diek W. Wheeler |