| 2003 | A Comparison of Model Aggregation Methods for Regression. Zafer Barutçuoglu |
| 2003 | A Complex-Valued Spiking Machine. Gilles Vaucher |
| 2003 | A Design of CMAC Based Intelligent PID Controllers. Toru Yamamoto, Ryota Kurozumi, Shoichiro Fujisawa |
| 2003 | A Gradient Network for Vector Quantization and Its Image Compression Applications. Hatice Dogan, Cüneyt Güzelis |
| 2003 | A Hybrid MLP-PNN Architecture for Fast Image Superresolution. Carlos Miravet, Francisco de Borja Rodríguez |
| 2003 | A Hybrid Neural Architecture and Its Application to Temperature Prediction. Srimanta Pal, Jyotirmay Das, Kausik Kumar Majumdar |
| 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 | A Novel Neural Network Approach to Solve Exact and Inexact Graph Isomorphism Problems. Brijnesh J. Jain, Fritz Wysotzki |
| 2003 | A Relaxation Algorithm Influenced by Self-Organizing Maps. Michiharu Maeda |
| 2003 | A Self-Growing Probabilistic Decision-Based Neural Network for Anchor/Speaker Identification. Y. H. Chen, C. L. Tseng, Hsin-Chia Fu, Hsiao-Tien Pao |
| 2003 | A Simple Constructing Approach to Build P2P Global Computing Overlay Network. Wen Dou, Yan Jia, Zhong Liu, Peng Zou |
| 2003 | A Spectral-Spatial Classification Algorithm for Multispectral Remote Sensing Data. Hakan Karakahya, Bingül Yazgan, Okan K. Ersoy |
| 2003 | ASK - Acquisition of Semantic Knowledge. Trevor P. Martin |
| 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 | Adaptive Beamforming by Using Complex-Valued Multi Layer Perceptron. Andriyan Bayu Suksmono, Akira Hirose |
| 2003 | Adaptive Hopfield Network. Gürsel Serpen |
| 2003 | Adaptive Stochastic Classifier for Noisy pH-ISFET Measurements. Tong Boon Tang, Hsin Chen, Alan F. Murray |
| 2003 | An Adaptable Gaussian Neuro-Fuzzy Classifier. Minas Pertselakis, Dimitrios S. Frossyniotis, Andreas Stafylopatis |
| 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 | An Intelligent Scheme for Facial Expression Recognition. Amaryllis Raouzaiou, Spiros Ioannou, Kostas Karpouzis, Nicolas Tsapatsoulis, Stefanos D. Kollias, Roddy Cowie |
| 2003 | Application of Vision Models to Traffic Sign Recognition. Xiaohong W. Gao, Lubov Podladchikova, Dmitry Shaposhnikov |
| 2003 | Approximate Learning in Temporal Hidden Hopfield Models. Felix V. Agakov, David Barber |
| 2003 | Artificial Neural Networks and Neural Information Processing - ICANN/ICONIP 2003, Joint International Conference ICANN/ICONIP 2003, Istanbul, Turkey, June 26-29, 2003, Proceedings Okyay Kaynak, Ethem Alpaydin, Erkki Oja, Lei Xu |
| 2003 | Auto-adaptive and Dynamical Clustering Neural Network. Stéphane Lecoeuche, Christophe Lurette |
| 2003 | Building RBF Neural Network Topology through Potential Functions. Natacha Gueorguieva, Iren Valova |
| 2003 | Classification and Tracking of Hypermedia Navigation Patterns. Patrick Gallinari, Sylvain Bidel, Laurent Lemoine, Frédéric Piat, Thierry Artières |
| 2003 | Client Dependent GMM-SVM Models for Speaker Verification. Quan Le, Samy Bengio |
| 2003 | Closed Loop Stability of FIR-Recurrent Neural Networks. Alex Aussem |
| 2003 | Comparing Fuzzy Data Sets by Means of Graph Matching Technique. Giuseppe Acciani, Girolamo Fornarelli, Luciano Liturri |
| 2003 | Comparing Support Vector Machines, Recurrent Networks, and Finite State Transducers for Classifying Spoken Utterances. Sheila Garfield, Stefan Wermter |
| 2003 | Competitive Learning by Information Maximization: Eliminating Dead Neurons in Competitive Learning. Ryotaro Kamimura |
| 2003 | Confidence Estimation Using the Incremental Learning Algorithm, Learn++. Jeffrey Byorick, Robi Polikar |
| 2003 | Constructive Threshold Logic Addition A Synopsis of the Last Decade. Valeriu Beiu |
| 2003 | CrossNets: Neuromorphic Networks for Nanoelectronic Implementation. Özgür Türel, Konstantin Likharev |
| 2003 | Detailed Learning in Narrow Fields - Towards a Neural Network Model of Autism. Andrew P. Paplinski, Lennart Gustafsson |
| 2003 | Differential ICA. Seungjin Choi |
| 2003 | Dimension Reduction Based on Orthogonality - A Decorrelation Method in ICA. Kun Zhang, Lai-Wan Chan |
| 2003 | Dimensionality Reduction through Sensory-Motor Coordination. I. René J. A. te Boekhorst, Max Lungarella, Rolf Pfeifer |
| 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 | Effective Pruning Method for a Multiple Classifier System Based on Self-Generating Neural Networks. Hirotaka Inoue, Hiroyuki Narihisa |
| 2003 | Emotion in Speech: Towards an Integration of Linguistic, Paralinguistic, and Psychological Analysis. Stavroula-Evita Fotinea, Stelios Bakamidis, Theologos Athanaselis, Ioannis Dologlou, George Carayannis, Roddy Cowie, Ellen Douglas-Cowie, Nickolaos F. Fragopanagos, John G. Taylor |
| 2003 | Evolutionary Optimisation of RBF Network Architectures in a Direct Marketing Application. Peter Neumann, Bernhard Sick, Dirk Arndt, Wendy Gersten |
| 2003 | Expectation-MiniMax Approach to Clustering Analysis. Yiu-ming Cheung |
| 2003 | Expert Mixture Methods for Adaptive Channel Equalization. Edward Harrington |
| 2003 | Exploring Protein Functional Relationships Using Genomic Information and Data Mining Techniques. Jack Y. Yang, Mary Qu Yang, Okan K. Ersoy |
| 2003 | Fast and Efficient Training of RBF Networks. Oliver Buchtala, Alexander Hofmann, Bernhard Sick |
| 2003 | Feature Analysis and Classification of Protein Secondary Structure Data. S. Y. M. Shi, Ponnuthurai N. Suganthan |
| 2003 | Feature Extraction for One-Class Classification. David M. J. Tax, Klaus-Robert Müller |
| 2003 | Finite Mixture Model of Bounded Semi-naive Bayesian Networks Classifier. Kaizhu Huang, Irwin King, Michael R. Lyu |
| 2003 | Formal Determination of Context in Contextual Recursive Cascade Correlation Networks. Alessio Micheli, Diego Sona, Alessandro Sperduti |
| 2003 | Frequency and Wavelet Filtering for Robust Speech Recognition. Murat Deviren, Khalid Daoudi |
| 2003 | Fuzzy Model Identification Using Support Vector Clustering Method. Aysegül Uçar, Yakup Demir, Cüneyt Güzelis |
| 2003 | Generalization Error Analysis for Polynomial Kernel Methods - Algebraic Geometrical Approach. Kazushi Ikeda |
| 2003 | Hierarchical Bayesian Network for Handwritten Digit Recognition. Jaemo Sung, Sung Yang Bang |
| 2003 | Hierarchical Mixtures of Autoregressive Models for Time-Series Modeling. Carmen Vidal, Alberto Suárez |
| 2003 | How to Do Multi-way Classification with Two-Way Classifiers. Florin Cutzu |
| 2003 | Human Splice Site Identification with Multiclass Support Vector Machines and Bagging. Ana Carolina Lorena, André Carlos Ponce de Leon Ferreira de Carvalho |
| 2003 | Implementation of Visual Attention System Using Bottom-up Saliency Map Model. Sang-Jae Park, Sang-Woo Ban, Jang-Kyoo Shin, Minho Lee |
| 2003 | Improving the Performance of Resource Allocation Networks through Hierarchical Clustering of High-Dimensional Data. Nicolas Tsapatsoulis, Manolis Wallace, Stathis Kasderidis |
| 2003 | Independent Component Analysis Minimizing Convex Divergence. Yasuo Matsuyama, Naoto Katsumata, Ryo Kawamura |
| 2003 | Indirect Differentiation of Function for a Network of Biologically Plausible Neurons. Amber D. Fischer, Cihan H. Dagli |
| 2003 | Influence of Membrane Warp on Pulse Propagation Time. Akira Hirose, Toshihiko Hamano |
| 2003 | Integrating Supervised and Unsupervised Learning in Self Organizing Maps for Gene Expression Data Analysis. Seferina Mavroudi, Andrei Dragomir, Stergios Papadimitriou, Anastasios Bezerianos |
| 2003 | Intrusion Detection in Computer Networks with Neural and Fuzzy Classifiers. Alexander Hofmann, Carsten Schmitz, Bernhard Sick |
| 2003 | Inversion of a Neural Network via Interval Arithmetic for Rule Extraction. Carlos Hernández-Espinosa, Mercedes Fernández-Redondo, Mamen Ortiz-Gómez |
| 2003 | Knowledge Refinement Using Fuzzy Compositional Neural Networks. Vassilis Tzouvaras, Giorgos B. Stamou, Stefanos D. Kollias |
| 2003 | Learning Compatibility Functions for Feature Binding and Perceptual Grouping. Sebastian Weng, Jochen J. Steil |
| 2003 | Learning Distributed Representations of High-Arity Relational Data with Non-linear Relational Embedding. Alberto Paccanaro |
| 2003 | Learning Localisation Based on Landmarks Using Self-Organisation. Kaustubh Chokshi, Stefan Wermter, Cornelius Weber |
| 2003 | Learning Rule Representations from Boolean Data. Bruno Apolloni, Andrea Brega, Dario Malchiodi, Giorgio Palmas, Anna Maria Zanaboni |
| 2003 | Learning to Control at Multiple Time Scales. Ralf Schoknecht, Martin A. Riedmiller |
| 2003 | Linear Least-Squares Based Methods for Neural Networks Learning. Oscar Fontenla-Romero, Deniz Erdogmus, José Carlos Príncipe, Amparo Alonso-Betanzos, Enrique F. Castillo |
| 2003 | Loading Temporal Associative Memory Using the Neuronic Equation. Cheng-Yuan Liou, Un-Cheong Sou |
| 2003 | Low Power Digital Neuron for SOM Implementations. Roberta Cambio, David C. Hendry |
| 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 | Meta-learning for Fast Incremental Learning. Takayuki Oohira, Koichiro Yamauchi, Takashi Omori |
| 2003 | Model Selection with Cross-Validations and Bootstraps - Application to Time Series Prediction with RBFN Models. Amaury Lendasse, Vincent Wertz, Michel Verleysen |
| 2003 | Multi-chip Implementation of a Biomimetic VLSI Vision Sensor Based on the Adelson-Bergen Algorithm. Erhan Ozalevli, Charles M. Higgins |
| 2003 | Multi-scale Switching Linear Dynamical Systems. Onno Zoeter, Tom Heskes |
| 2003 | Multicategory Bayesian Decision Using a Three-Layer Neural Network. Yoshifusa Ito, Cidambi Srinivasan |
| 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 | Neural Network Ensemble with Negatively Correlated Features for Cancer Classification. Hong-Hee Won, Sung-Bae Cho |
| 2003 | Neural Network: Input Anticipation May Lead to Advanced Adaptation Properties. Andrei Kursin |
| 2003 | Neural Networks Applied to Electromagnetic Compatibility (EMC) Simulations. Hüseyin Göksu, Donald C. Wunsch II |
| 2003 | Object Localisation Using Laterally Connected "What" and "Where" Associator Networks. Cornelius Weber, Stefan Wermter |
| 2003 | On Activation Functions for Complex-Valued Neural Networks - Existence of Energy Functions. Yasuaki Kuroe, Mitsuo Yoshida, Takehiro Mori |
| 2003 | On a Dynamic Wavelet Network and Its Modeling Application. Yasar Becerikli, Yusuf Oysal, Ahmet Ferit Konar |
| 2003 | Online Processing of Multiple Inputs in a Sparsely-Connected Recurrent Neural Network. Julien Mayor, Wulfram Gerstner |
| 2003 | Optimal Coding for Naturally Occurring Whisker Deflections. Verena Vanessa Hafner, Miriam Fend, Max Lungarella, Rolf Pfeifer, Peter König, Konrad P. Körding |
| 2003 | Optimal Hebbian Learning: A Probabilistic Point of View. Jean-Pascal Pfister, David Barber, Wulfram Gerstner |
| 2003 | Optimal Matrix Compression Yields Storage Capacity 1 for Binary Willshaw Associative Memory. Andreas Knoblauch |
| 2003 | Optimization of a Microwave Amplifier Using Neural Performance Data Sheets with Genetic Algorithms. Filiz Günes, Yavuz Cengiz |
| 2003 | Optimization of the Deflection Basin by Genetic Algorithm and Neural Network Approach. Serdal Terzi, Mehmet Saltan, Tülay Yildirim |
| 2003 | Optimizing Property Codes in Protein Data Reveals Structural Characteristics. Olaf Weiss, Andreas Ziehe, Hanspeter Herzel |
| 2003 | Option Pricing with the Product Constrained Hybrid Neural Network. Paul Lajbcygier |
| 2003 | Phase Singular Points Reduction by a Layered Complex-Valued Neural Network in Combination with Constructive Fourier Synthesis. Motoi Minami, Akira Hirose |
| 2003 | Predicting Bad Credit Risk: An Evolutionary Approach. Susan E. Bedingfield, Kate A. Smith |
| 2003 | Prior Hyperparameters in Bayesian PCA. Shigeyuki Oba, Masa-aki Sato, Shin Ishii |
| 2003 | Protein Sequence Classification Using Probabilistic Motifs and Neural Networks. Konstantinos Blekas, Dimitrios I. Fotiadis, Aristidis Likas |
| 2003 | Quantum Adiabatic Evolution Algorithm for a Quantum Neural Network. Mitsunaga Kinjo, Shigeo Sato, Koji Nakajima |
| 2003 | Recognition of Gestural Object Reference with Auditory Feedback. Ingo Bax, Holger Bekel, Gunther Heidemann |
| 2003 | Recognition of Structure Classification of Protein Folding by NN and SVM Hierarchical Learning Architecture. I-Fang Chung, Chuen-Der Huang, Ya-Hsin Shen, Chin-Teng Lin |
| 2003 | Recommendation Models for User Accesses to Web Pages. Sule Gündüz, M. Tamer Özsu |
| 2003 | Regularized Kriging: The Support Vectors Method Applied to Kriging. José M. Matías, Wenceslao González-Manteiga |
| 2003 | Relevance and Kernel Self-Organising Maps. Emilio Corchado, Colin Fyfe |
| 2003 | Restoring Partly Occluded Patterns: A Neural Network Model with Backward Paths. Kunihiko Fukushima |
| 2003 | Review of Capacitive Threshold Gate Implementations. Valeriu Beiu, Maria J. Avedillo, José M. Quintana |
| 2003 | Risk Management Application of the Recurrent Mixture Density Network Models. Tatiana Miazhynskaia, Georg Dorffner, Engelbert J. Dockner |
| 2003 | Roles of Motion and Form in Biological Motion Recognition. Antonino Casile, Martin A. Giese |
| 2003 | Selecting Salient Features for Classification Committees. Antanas Verikas, Marija Bacauskiene, Kerstin Malmqvist |
| 2003 | Selecting and Ranking Time Series Models Using the NOEMON Approach. Ricardo Bastos Cavalcante Prudêncio, Teresa Bernarda Ludermir |
| 2003 | Selection of Optimal Cutting Conditions by Using the Genetically Optimized Neural Network System (GONNS). W. Y. Bao, Peng Chen, Ibrahim N. Tansel, N. S. Reen, S. Y. Yang, D. Rincon |
| 2003 | Selective Noise Cancellation Using Independent Component Analysis. Jun-il Sohn, Minho Lee |
| 2003 | Selective Sampling Methods in One-Class Classification Problems. Piotr Juszczak, Robert P. W. Duin |
| 2003 | Self-Aware Networks and Quality of Service. Erol Gelenbe, Arturo Núñez |
| 2003 | Self-Organizing Operator Maps in Complex System Analysis. Pasi Lehtimäki, Kimmo Raivio, Olli Simula |
| 2003 | Short-Term Memory Optical Flow Image. Satoru Morita |
| 2003 | Signal Enhancement for Continuous Speech Recognition. Theologos Athanaselis, Stavroula-Evita Fotinea, Stelios Bakamidis, Ioannis Dologlou, Georgios Giannopoulos |
| 2003 | Sliding Mode Algorithm for Online Learning in Analog Multilayer Feedforward Neural Networks. Nikola Georgiev Shakev, Andon V. Topalov, Okyay Kaynak |
| 2003 | Some New Features for Protein Fold Prediction. Nikhil R. Pal, Debrup Chakraborty |
| 2003 | Sparse Coding with Invariance Constraints. Heiko Wersing, Julian Eggert, Edgar Körner |
| 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 | Speed Enhancement with Soft Computing Hardware. Taher Daud, Ricardo Salem Zebulum, Tuan A. Duong, Ian Ferguson, Curtis Padgett, Adrian Stoica, Anil Thakoor |
| 2003 | Stability and Convergence Analysis of a Neural Model Applied in Nonlinear Systems Optimization. Ivan Nunes da Silva |
| 2003 | Structural Bias in Inducing Representations for Probabilistic Natural Language Parsing. James Henderson |
| 2003 | Supervised Locally Linear Embedding. Dick de Ridder, Olga Kouropteva, Oleg Okun, Matti Pietikäinen, Robert P. W. Duin |
| 2003 | Support Vector Machine Classifiers for Asymmetric Proximities. Alberto Muñoz, Isaac Martín de Diego, Javier M. Moguerza |
| 2003 | System Identification Based on Online Variational Bayes Method and Its Application to Reinforcement Learning. Junichiro Yoshimoto, Shin Ishii, Masa-aki Sato |
| 2003 | The Acquisition of New Categories through Grounded Symbols: An Extended Connectionist Model. Alberto Greco, Thomas Riga, Angelo Cangelosi |
| 2003 | The Behavior of the Network Consisting of Two Complex-Valued Nagumo-Sato Neurons. Iku Nemoto |
| 2003 | The Computational Power of Complex-Valued Neuron. Tohru Nitta |
| 2003 | The Evolution of Modular Artificial Neural Networks for Legged Robot Control. Sethuraman Muthuraman, Grant M. Maxwell, Christopher MacLeod |
| 2003 | The InfoMin Criterion: An Information Theoretic Unifying Objective Function for Topographic Mappings. Yoshitatsu Matsuda, Kazunori Yamaguchi |
| 2003 | The Interaction of Recurrent Axon Collateral Networks in the Basal Ganglia. Mark D. Humphries, Tony J. Prescott, Kevin N. Gurney |
| 2003 | The Spike Response Model: A Framework to Predict Neuronal Spike Trains. Renaud Jolivet, Timothy J. Lewis, Wulfram Gerstner |
| 2003 | Transformations of Symbolic Data for Continuous Data Oriented Models. Krzysztof Grabczewski, Norbert Jankowski |
| 2003 | Unsupervised Clustering Methods for Medical Data: An Application to Thyroid Gland Data. Songül Albayrak |
| 2003 | Unsupervised Learning of a Kinematic Arm Model. Heiko Hoffmann, Ralf Möller |
| 2003 | Use of Magnetomyographic (MMG) Signals to Calculate the Dependency Properties of the Active Sensors in Myometrial Activity Monitoring. Coskun Bayrak, Z. Chen, Jonathan Norton, Hubert Preissl, Curtis Lowery, Hari Eswaran, James D. Wilson |
| 2003 | Weighted Self-Organizing Maps: Incorporating User Feedback. Andreas Nürnberger, Marcin Detyniecki |