| 2003 | Improving the Performance of Resource Allocation Networks through Hierarchical Clustering of High-Dimensional Data. | Nicolas Tsapatsoulis, Manolis Wallace, Stathis Kasderidis |
| 2003 | Optimization of the Deflection Basin by Genetic Algorithm and Neural Network Approach. | Serdal Terzi, Mehmet Saltan, Tlay Yildirim |
| 2003 | An Emotional Recognition Architecture Based on Human Brain Structure. | John G. Taylor, Nickolaos F. Fragopanagos, Roddy Cowie, Ellen Douglas-Cowie, Stavroula-Evita Fotinea, Stefanos D. Kollias |
| 2003 | Feature Extraction for One-Class Classification. | David M. J. Tax, Klaus-Robert Mller |
| 2003 | Neural Network Based Material Identification and Part Thickness Estimation from Two Radiographic Images. | Ibrahim N. Tansel, Reen Nripjeet Singh, Peng Chen, Claudia V. Kropas-Hughes |
| 2003 | Adaptive Stochastic Classifier for Noisy pH-ISFET Measurements. | Tong Boon Tang, Hsin Chen, Alan F. Murray |
| 2003 | Hierarchical Bayesian Network for Handwritten Digit Recognition. | JaeMo Sung, Sung Yang Bang |
| 2003 | Adaptive Beamforming by Using Complex-Valued Multi Layer Perceptron. | Andriyan Bayu Suksmono, Akira Hirose |
| 2003 | Selective Noise Cancellation Using Independent Component Analysis. | Jun-il Sohn, Minho Lee |
| 2003 | Stability and Convergence Analysis of a Neural Model Applied in Nonlinear Systems Optimization. | Ivan Nunes da Silva |
| 2003 | Feature Analysis and Classification of Protein Secondary Structure Data. | S. Y. M. Shi, Ponnuthurai N. Suganthan |
| 2003 | Sliding Mode Algorithm for Online Learning in Analog Multilayer Feedforward Neural Networks. | Nikola Georgiev Shakev, Andon V. Topalov, Okyay Kaynak |
| 2003 | Adaptive Hopfield Network. | Grsel Serpen |
| 2003 | Learning to Control at Multiple Time Scales. | Ralf Schoknecht, Martin A. Riedmiller |
| 2003 | Supervised Locally Linear Embedding. | Dick de Ridder, Olga Kouropteva, Oleg Okun, Matti Pietikinen, Robert P. W. Duin |
| 2003 | An Intelligent Scheme for Facial Expression Recognition. | Amaryllis Raouzaiou, Spiros Ioannou, Kostas Karpouzis, Nicolas Tsapatsoulis, Stefanos D. Kollias, Roddy Cowie |
| 2003 | Selecting and Ranking Time Series Models Using the NOEMON Approach. | Ricardo Bastos Cavalcante Prudncio, Teresa Bernarda Ludermir |
| 2003 | Optimal Hebbian Learning: A Probabilistic Point of View. | Jean-Pascal Pfister, David Barber, Wulfram Gerstner |
| 2003 | An Adaptable Gaussian Neuro-Fuzzy Classifier. | Minas Pertselakis, Dimitrios S. Frossyniotis, Andreas Stafylopatis |
| 2003 | Implementation of Visual Attention System Using Bottom-up Saliency Map Model. | Sang-Jae Park, Sang-Woo Ban, Jang-Kyoo Shin, Minho Lee |
| 2003 | Detailed Learning in Narrow Fields - Towards a Neural Network Model of Autism. | Andrew P. Paplinski, Lennart Gustafsson |
| 2003 | A Hybrid Neural Architecture and Its Application to Temperature Prediction. | Srimanta Pal, Jyotirmay Das, Kausik Kumar Majumdar |
| 2003 | Some New Features for Protein Fold Prediction. | Nikhil R. Pal, Debrup Chakraborty |
| 2003 | Learning Distributed Representations of High-Arity Relational Data with Non-linear Relational Embedding. | Alberto Paccanaro |
| 2003 | Multi-chip Implementation of a Biomimetic VLSI Vision Sensor Based on the Adelson-Bergen Algorithm. | Erhan Ozalevli, Charles M. Higgins |