| 2008 | A Comparative Study on Data Smoothing Regularization for Local Factor Analysis. | Shikui Tu, Lei Shi, Lei Xu |
| 2008 | Neural Network Training with Extended Kalman Filter Using Graphics Processing Unit. | Peter Trebatick, Jiri Pospichal |
| 2008 | Firing Pattern Estimation of Synaptically Coupled Hindmarsh-Rose Neurons by Adaptive Observer. | Yusuke Totoki, Kouichi Mitsunaga, Haruo Suemitsu, Takami Matsuo |
| 2008 | New Results on Combination Methods for Boosting Ensembles. | Joaqun Torres-Sospedra, Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo |
| 2008 | Adding Diversity in Ensembles of Neural Networks by Reordering the Training Set. | Joaqun Torres-Sospedra, Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo |
| 2008 | Biologically-Inspired Digital Architecture for a Cortical Model of Orientation Selectivity. | Csar Torres-Huitzil, Bernard Girau, Miguel O. Arias-Estrada |
| 2008 | Implementation of Central Pattern Generator in an FPGA-Based Embedded System. | Csar Torres-Huitzil, Bernard Girau |
| 2008 | Nonnegative Least Squares Learning for the Random Neural Network. | Stelios Timotheou |
| 2008 | A Corpus-Based Computational Model of Metaphor Understanding Incorporating Dynamic Interaction. | Asuka Terai, Masanori Nakagawa |
| 2008 | KCMAC: A Novel Fuzzy Cerebellar Model for Medical Decision Support. | Sintiani Dewi Teddy |
| 2008 | A Continuous Internal-State Controller for Partially Observable Markov Decision Processes. | Yuki Taniguchi, Takeshi Mori, Shin Ishii |
| 2008 | Modular Neural Networks for Model-Free Behavioral Learning. | Johane Takeuchi, Osamu Shouno, Hiroshi Tsujino |
| 2008 | Multi-stage FCM-Based Intensity Inhomogeneity Correction for MR Brain Image Segmentation. | Lszl Szilgyi, Sndor M. Szilgyi, Lszl Dvid, Zoltn Beny |
| 2008 | Mimicking Go Experts with Convolutional Neural Networks. | Ilya Sutskever, Vinod Nair |
| 2008 | Bayesian Ying-Yang Learning on Orthogonal Binary Factor Analysis. | Ke Sun, Lei Xu |
| 2008 | Prediction of Binding Sites in the Mouse Genome Using Support Vector Machines. | Yi Sun, Mark Robinson, Rod Adams, Alistair G. Rust, Neil Davey |
| 2008 | The Extreme Energy Ratio Criterion for EEG Feature Extraction. | Shiliang Sun |
| 2008 | Active Learning Using a Constructive Neural Network Algorithm. | Jos Luis Subirats, Leonardo Franco, Ignacio Molina Conde, Jos M. Jerez |
| 2008 | Face Recognition with VG-RAM Weightless Neural Networks. | Alberto Ferreira de Souza, Claudine Badue, Felipe Pedroni, Elias Oliveira, Stiven Schwanz Dias, Hallysson Oliveira, Sotrio Ferreira de Souza |
| 2008 | Comparison of RBF Network Learning and Reinforcement Learning on the Maze Exploration Problem. | Stanislav Slusny, Roman Neruda, Petra Vidnerov |
| 2008 | Semantic Adaptation of Neural Network Classifiers in Image Segmentation. | Nikos Simou, Thanos Athanasiadis, Stefanos D. Kollias, Giorgos B. Stamou, Andreas Stafylopatis |
| 2008 | A Brief Review and Comparison of Feedforward Morphological Neural Networks with Applications to Classification. | Alexandre Monteiro da Silva, Peter Sussner |
| 2008 | The Influence of the Risk Functional in Data Classification with MLPs. | Lus M. Silva, Mark J. Embrechts, Jorge M. Santos, Joaquim Marques de S |
| 2008 | Quadratically Constrained Quadratic Programming for Subspace Selection in Kernel Regression Estimation. | Marco Signoretto, Kristiaan Pelckmans, Johan A. K. Suykens |
| 2008 | Fetal Weight Prediction Models: Standard Techniques or Computational Intelligence Methods?. | Toms Siegl, Pavel Kordk, Miroslav Snorek, Pavel Calda |