| 2006 | Techniques for Still Image Scene Classification and Object Detection. | Ville Viitaniemi, Jorma Laaksonen |
| 2006 | Assessment of an Unsupervised Feature Selection Method for Generative Topographic Mapping. | Alfredo Vellido |
| 2006 | Requirements for the Transmission of Streaming Video in Mobile Wireless Networks. | Vasos Vassiliou, Pavlos Antoniou, Iraklis Giannakou, Andreas Pitsillides |
| 2006 | Content-Based Coin Retrieval Using Invariant Features and Self-organizing Maps. | Nikolaos Vassilas, Christos Skourlas |
| 2006 | Lazy Training of Radial Basis Neural Networks. | Jos Mara Valls, Ins Mara Galvn, Pedro Isasi |
| 2006 | Framework for the Interactive Learning of Artificial Neural Networks. | Mats Uzk, Rudolf Jaksa |
| 2006 | A Competitive Approach to Neural Device Modeling: Support Vector Machines. | Nurhan Trker, Filiz Gnes |
| 2006 | A Time Multiplexing Architecture for Inter-neuron Communications. | Fergal Tuffy, Liam McDaid, T. Martin McGinnity, Jose Santos, Peter M. Kelly, Vunfu Wong Kwan, John Alderman |
| 2006 | Localization of Attended Multi-feature Stimuli: Tracing Back Feed-Forward Activation Using Localized Saliency Computations. | John K. Tsotsos |
| 2006 | Wavelet Based Estimation of Saliency Maps in Visual Attention Algorithms. | Nicolas Tsapatsoulis, Konstantinos Rapantzikos |
| 2006 | A Novel Connectionist-Oriented Feature Normalization Technique. | Edmondo Trentin |
| 2006 | ROC Analysis as a Useful Tool for Performance Evaluation of Artificial Neural Networks. | Fikret Tokan, Nurhan Trker, Tlay Yildirim |
| 2006 | Analysis of Fast Input Selection: Application in Time Series Prediction. | Jarkko Tikka, Amaury Lendasse, Jaakko Hollmn |
| 2006 | Language and Cognition Integration Through Modeling Field Theory: Category Formation for Symbol Grounding. | Vadim Tikhanoff, Jos Fernando Fontanari, Angelo Cangelosi, Leonid I. Perlovsky |
| 2006 | A Neural Network Model of Metaphor Understanding with Dynamic Interaction Based on a Statistical Language Analysis. | Asuka Terai, Masanori Nakagawa |
| 2006 | Occlusion, Attention and Object Representations. | Neill R. Taylor, Christo Panchev, Matthew Hartley, Stathis Kasderidis, John G. Taylor |
| 2006 | A Basis for Cognitive Machines. | John G. Taylor, Stathis Kasderidis, Panos E. Trahanias, Matthew Hartley |
| 2006 | Modelling Working Memory Through Attentional Mechanisms. | John G. Taylor, Nickolaos F. Fragopanagos, Nienke J. H. Korsten |
| 2006 | Towards a Control Theory of Attention. | John G. Taylor |
| 2006 | Machine Cognition and the EC Cognitive Systems Projects: Now and in the Future. | John G. Taylor |
| 2006 | Prediction Improvement via Smooth Component Analysis and Neural Network Mixing. | Ryszard Szupiluk, Piotr Wojewnik, Tomasz S. Zabkowski |
| 2006 | Reinforcement Learning with Echo State Networks. | Istvan Szita, Viktor Gyenes, Andrs Lrincz |
| 2006 | The Application of Neural Networks to Electric Power Grid Simulation. | Emily T. Swain, Yunlin Xu, Rong Gao, Thomas J. Downar, Lefteri H. Tsoukalas |
| 2006 | Optimal Synthesis of Boolean Functions by Threshold Functions. | Jos Luis Subirats, Ivn Gmez, Jos M. Jerez, Leonardo Franco |
| 2006 | Exact Solutions for Recursive Principal Components Analysis of Sequences and Trees. | Alessandro Sperduti |