| 2003 | Self-Organizing Operator Maps in Complex System Analysis. | Pasi Lehtimki, Kimmo Raivio, Olli Simula |
| 2003 | Auto-adaptive and Dynamical Clustering Neural Network. | Stphane Lecoeuche, Christophe Lurette |
| 2003 | Client Dependent GMM-SVM Models for Speaker Verification. | Quan Le, Samy Bengio |
| 2003 | Option Pricing with the Product Constrained Hybrid Neural Network. | Paul Lajbcygier |
| 2003 | Neural Network: Input Anticipation May Lead to Advanced Adaptation Properties. | Andrei Kursin |
| 2003 | On Activation Functions for Complex-Valued Neural Networks - Existence of Energy Functions. | Yasuaki Kuroe, Mitsuo Yoshida, Takehiro Mori |
| 2003 | Optimal Matrix Compression Yields Storage Capacity 1 for Binary Willshaw Associative Memory. | Andreas Knoblauch |
| 2003 | A Neural Model of Binding and Capacity in Visual Working Memory. | Gwendid T. van der Voort van der Kleij, Marc de Kamps, Frank van der Velde |
| 2003 | Quantum Adiabatic Evolution Algorithm for a Quantum Neural Network. | Mitsunaga Kinjo, Shigeo Sato, Koji Nakajima |
| 2003 | Direction Selective Two-Dimensional Analog Circuits Using Biomedical Vision Model. | Masashi Kawaguchi, Kazuyuki Kondo, Takashi Jimbo, Masayoshi Umeno |
| 2003 | Drawing Attention to the Dangerous. | Stathis Kasderidis, John G. Taylor, Nicolas Tsapatsoulis, Dario Malchiodi |
| 2003 | A Spectral-Spatial Classification Algorithm for Multispectral Remote Sensing Data. | Hakan Karakahya, Bingl Yazgan, Okan K. Ersoy |
| 2003 | Competitive Learning by Information Maximization: Eliminating Dead Neurons in Competitive Learning. | Ryotaro Kamimura |
| 2003 | Selective Sampling Methods in One-Class Classification Problems. | Piotr Juszczak, Robert P. W. Duin |
| 2003 | The Spike Response Model: A Framework to Predict Neuronal Spike Trains. | Renaud Jolivet, Timothy J. Lewis, Wulfram Gerstner |
| 2003 | A Novel Neural Network Approach to Solve Exact and Inexact Graph Isomorphism Problems. | Brijnesh J. Jain, Fritz Wysotzki |
| 2003 | Multicategory Bayesian Decision Using a Three-Layer Neural Network. | Yoshifusa Ito, Cidambi Srinivasan |
| 2003 | Effective Pruning Method for a Multiple Classifier System Based on Self-Generating Neural Networks. | Hirotaka Inoue, Hiroyuki Narihisa |
| 2003 | Generalization Error Analysis for Polynomial Kernel Methods - Algebraic Geometrical Approach. | Kazushi Ikeda |
| 2003 | The Interaction of Recurrent Axon Collateral Networks in the Basal Ganglia. | Mark D. Humphries, Tony J. Prescott, Kevin N. Gurney |
| 2003 | Finite Mixture Model of Bounded Semi-naive Bayesian Networks Classifier. | Kaizhu Huang, Irwin King, Michael R. Lyu |
| 2003 | Machine Learning for Multi-class Protein Fold Classification Based on Neural Networks with Feature Gating. | Chuen-Der Huang, I-Fang Chung, Nikhil R. Pal, Chin-Teng Lin |
| 2003 | Intrusion Detection in Computer Networks with Neural and Fuzzy Classifiers. | Alexander Hofmann, Carsten Schmitz, Bernhard Sick |
| 2003 | Unsupervised Learning of a Kinematic Arm Model. | Heiko Hoffmann, Ralf Mller |
| 2003 | Influence of Membrane Warp on Pulse Propagation Time. | Akira Hirose, Toshihiko Hamano |