| 2008 | Evolving Efficient Connection for the Design of Artificial Neural Networks. | Min Shi, Haifeng Wu |
| 2008 | Analysis of Chaotic Dynamics Using Measures of the Complex Network Theory. | Yutaka Shimada, Takayuki Kimura, Tohru Ikeguchi |
| 2008 | Recognizing Facial Expressions: A Comparison of Computational Approaches. | Aruna Shenoy, Tim M. Gale, Neil Davey, Bruce Christianson, Ray J. Frank |
| 2008 | A Computational Model of Saliency Map Read-Out during Visual Search. | Mia Setic, Drazen Domijan |
| 2008 | A Computational Model of Cortico-Striato-Thalamic Circuits in Goal-Directed Behaviour. | Neslihan Serap Sengr, zkan Karabacak, Ulrich Steinmetz |
| 2008 | Policy Gradients with Parameter-Based Exploration for Control. | Frank Sehnke, Christian Osendorfer, Thomas Rckstie, Alex Graves, Jan Peters, Jrgen Schmidhuber |
| 2008 | Global Dynamics of Finite Cellular Automata. | Martin Schle, Thomas Ott, Ruedi Stoop |
| 2008 | Analysis of Human Brain NMR Spectra in Vivo Using Artificial Neural Networks. | Erik Saudek, Daniel Novk, Dita Wagnerov, Milan Hjek |
| 2008 | A Visual Object Recognition System Invariant to Scale and Rotation. | Yasuomi D. Sato, Jenia Jitsev, Christoph von der Malsburg |
| 2008 | Prototype Proliferation in the Growing Neural Gas Algorithm. | Hctor F. Satizbal, Andrs Prez-Uribe, Marco Tomassini |
| 2008 | Using ARTMAP-Based Ensemble Systems Designed by Three Variants of Boosting. | Araken de Medeiros Santos, Anne Magly de Paula Canuto |
| 2008 | Using Feature Distribution Methods in Ensemble Systems Combined by Fusion and Selection-Based Methods. | Laura Emmanuella A. Santana, Anne M. P. Canuto, Joo Carlos Xavier Jr. |
| 2008 | Resonant Spike Propagation in Coupled Neurons with Subthreshold Activity. | Beln Sancristbal, Jos M. Sancho, Jordi Garca-Ojalvo |
| 2008 | Modeling Synchronization Loss in Large-Scale Brain Dynamics. | Antonio J. Pons Rivero, Jose Luis Cantero, Mercedes Atienza, Jordi Garca-Ojalvo |
| 2008 | A Neural Network Approach for Learning Object Ranking. | Leonardo Rigutini, Tiziano Papini, Marco Maggini, Monica Bianchini |
| 2008 | Co-occurrence Matrixes for the Quality Assessment of Coded Images. | Judith Redi, Paolo Gastaldo, Rodolfo Zunino, Ingrid Heynderickx |
| 2008 | Spatio-temporal Dynamics during Perceptual Processing in an Oscillatory Neural Network. | A. Ravishankar Rao, Guillermo A. Cecchi |
| 2008 | Decision Making Logic of Visual Brain. | Andrzej W. Przybyszewski |
| 2008 | Auto-structure of Presynaptic Activity Defines Postsynaptic Firing Statistics and Can Modulate STDP-Based Structure Formation and Learning. | Gordon Pipa, Raul Vicente, Alexander Tikhonov |
| 2008 | Feature Ranking Derived from Data Mining Process. | Ales Piln, Pavel Kordk, Miroslav Snorek |
| 2008 | Mutual Information Based Input Variable Selection Algorithm and Wavelet Neural Network for Time Series Prediction. | Rashidi Khazaee Parviz, Nasser Mozayani, Mohammad Reza Jahed-Motlagh |
| 2008 | A New GHSOM Model Applied to Network Security. | Esteban J. Palomo, Enrique Domnguez, Rafael Marcos Luque, Jos Muoz |
| 2008 | Robust Population Coding in Free-Energy-Based Reinforcement Learning. | Makoto Otsuka, Junichiro Yoshimoto, Kenji Doya |
| 2008 | A Bio-inspired Connectionist Architecture for Visual Classification of Moving Objects. | Pedro Luis Snchez Orellana, Claudio Castellanos Snchez |
| 2008 | Unsupervised Bayesian Network Learning for Object Recognition in Image Sequences. | Daniel Oberhoff, Marina Kolesnik |