| 2003 | Meta-learning for Fast Incremental Learning. | Takayuki Oohira, Koichiro Yamauchi, Takashi Omori |
| 2003 | Acceleration of Game Learning with Prediction-Based Reinforcement Learning - Toward the Emergence of Planning Behavior. | Yu Ohigashi, Takashi Omori, Koji Morikawa, Natsuki Oka |
| 2003 | Prior Hyperparameters in Bayesian PCA. | Shigeyuki Oba, Masa-aki Sato, Shin Ishii |
| 2003 | Weighted Self-Organizing Maps: Incorporating User Feedback. | Andreas Nrnberger, Marcin Detyniecki |
| 2003 | The Computational Power of Complex-Valued Neuron. | Tohru Nitta |
| 2003 | Evolutionary Optimisation of RBF Network Architectures in a Direct Marketing Application. | Peter Neumann, Bernhard Sick, Dirk Arndt, Wendy Gersten |
| 2003 | The Behavior of the Network Consisting of Two Complex-Valued Nagumo-Sato Neurons. | Iku Nemoto |
| 2003 | The Evolution of Modular Artificial Neural Networks for Legged Robot Control. | Sethuraman Muthuraman, Grant M. Maxwell, Christopher MacLeod |
| 2003 | Support Vector Machine Classifiers for Asymmetric Proximities. | Alberto Muoz, Isaac Martn de Diego, Javier M. Moguerza |
| 2003 | Short-Term Memory Optical Flow Image. | Satoru Morita |
| 2003 | A Hybrid MLP-PNN Architecture for Fast Image Superresolution. | Carlos Miravet, Francisco de Borja Rodrguez |
| 2003 | Phase Singular Points Reduction by a Layered Complex-Valued Neural Network in Combination with Constructive Fourier Synthesis. | Motoi Minami, Akira Hirose |
| 2003 | Formal Determination of Context in Contextual Recursive Cascade Correlation Networks. | Alessio Micheli, Diego Sona, Alessandro Sperduti |
| 2003 | Risk Management Application of the Recurrent Mixture Density Network Models. | Tatiana Miazhynskaia, Georg Dorffner, Engelbert J. Dockner |
| 2003 | Online Processing of Multiple Inputs in a Sparsely-Connected Recurrent Neural Network. | Julien Mayor, Wulfram Gerstner |
| 2003 | Integrating Supervised and Unsupervised Learning in Self Organizing Maps for Gene Expression Data Analysis. | Seferina Mavroudi, Andrei Dragomir, Stergios Papadimitriou, Anastasios Bezerianos |
| 2003 | Independent Component Analysis Minimizing Convex Divergence. | Yasuo Matsuyama, Naoto Katsumata, Ryo Kawamura |
| 2003 | The InfoMin Criterion: An Information Theoretic Unifying Objective Function for Topographic Mappings. | Yoshitatsu Matsuda, Kazunori Yamaguchi |
| 2003 | Regularized Kriging: The Support Vectors Method Applied to Kriging. | Jos M. Matas, Wenceslao Gonzlez-Manteiga |
| 2003 | ASK - Acquisition of Semantic Knowledge. | Trevor P. Martin |
| 2003 | A Relaxation Algorithm Influenced by Self-Organizing Maps. | Michiharu Maeda |
| 2003 | Human Splice Site Identification with Multiclass Support Vector Machines and Bagging. | Ana Carolina Lorena, Andr Carlos Ponce de Leon Ferreira de Carvalho |
| 2003 | Spatial Independent Component Analysis of Multitask-Related Activation in fMRI Data. | Zhi-ying Long, Li Yao, Xiao-jie Zhao, Liu-qing Pei, Gui Xue, Qi Dong, Dan-ling Peng |
| 2003 | Loading Temporal Associative Memory Using the Neuronic Equation. | Cheng-Yuan Liou, Un-Cheong Sou |
| 2003 | Model Selection with Cross-Validations and Bootstraps - Application to Time Series Prediction with RBFN Models. | Amaury Lendasse, Vincent Wertz, Michel Verleysen |