| 2010 | A New Tree Kernel Based on SOM-SD. | Fabio Aiolli, Giovanni Da San Martino, Alessandro Sperduti |
| 2010 | A Inference Mechanism for Polymer Processing Using Rough-Neuro Fuzzy Network. | Carlos Affonso, Renato Jos Sassi |
| 2010 | Hidden Markov Model for Human Decision Process in a Partially Observable Environment. | Masahiro Adomi, Yumi Shikauchi, Shin Ishii |
| 2010 | Convergence Improvement of Active Set Training for Support Vector Regressors. | Shigeo Abe, Ryousuke Yabuwaki |
| 2010 | Adaptive Local Fusion with Neural Networks. | Ahmed Chamseddine Ben Abdallah, Hichem Frigui, Paul D. Gader |
| 2009 | Continuous Attractors of Lotka-Volterra Recurrent Neural Networks. | Haixian Zhang, Jiali Yu, Zhang Yi |
| 2009 | Solving the CLM Problem by Discrete-Time Linear Threshold Recurrent Neural Networks. | Lei Zhang, Pheng-Ann Heng, Zhang Yi |
| 2009 | Tracking with Multiple Prediction Models. | Chen Zhang, Julian Eggert |
| 2009 | Global Exponential Stability of Recurrent Neural Networks with Time-Dependent Switching Dynamics. | Zhigang Zeng, Jun Wang, Tingwen Huang |
| 2009 | Kernel Learning for Local Learning Based Clustering. | Hong Zeng, Yiu-ming Cheung |
| 2009 | An Automatic Parameter Adjustment Method of Pulse Coupled Neural Network for Image Segmentation. | Masato Yonekawa, Hiroaki Kurokawa |
| 2009 | Selective Attention Improves Learning. | Antti Yli-Krekola, Jaakko Srel, Harri Valpola |
| 2009 | Generalized Self-Organizing Mixture Autoregressive Model for Modeling Financial Time Series. | Hujun Yin, He Ni |
| 2009 | Projective Nonnegative Matrix Factorization with α-Divergence. | Zhirong Yang, Erkki Oja |
| 2009 | Delay-Induced Hopf Bifurcation and Periodic Solution in a BAM Network with Two Delays. | Jian Xu, Kwok Wai Chung, Ju Hong Ge, Yu Huang |
| 2009 | A Case Study of ICA with Multi-scale PCA of Simulated Traffic Data. | Shengkun Xie, Pietro Li, Anna T. Lawniczak |
| 2009 | A Computational Retina Model and Its Self-adjustment Property. | Hui Wei, Xudong Guan |
| 2009 | Generalized Simulated Annealing and Memory Functioning in Psychopathology. | Roseli Suzi Wedemann, Lus Alfredo V. de Carvalho, Raul Donangelo |
| 2009 | Representing Images with | Ville Viitaniemi, Jorma Laaksonen |
| 2009 | On the Quantification of Dynamics in Reservoir Computing. | David Verstraeten, Benjamin Schrauwen |
| 2009 | Epileptic Seizure Prediction and the Dimensionality Reduction Problem. | Andr Ventura, Joo Miguel Franco, Joo P. Ramos, Bruno Direito, Antnio Dourado |
| 2009 | Multiagent Reinforcement Learning with Spiking and Non-Spiking Agents in the Iterated Prisoner's Dilemma. | Vassilis Vassiliades, Aristodemos Cleanthous, Chris Christodoulou |
| 2009 | Hybrid Systems for River Flood Forecasting Using MLP, SOM and Fuzzy Systems. | Ivna Valena, Teresa Bernarda Ludermir |
| 2009 | Review of Neuron Types in the Retina: Information Models for Neuroengineering. | German D. Valderrama-Gonzalez, T. Martin McGinnity, Liam P. Maguire, Qingxiang Wu |
| 2009 | An EM Based Training Algorithm for Recurrent Neural Networks. | Jan Unkelbach, Yi Sun, Jrgen Schmidhuber |