| 2002 | A Comparison of Face Detection Algorithms. Ian R. Fasel, Javier R. Movellan |
| 2002 | A Component Association Architecture for Image Understanding. Jens Teichert, Rainer Malaka |
| 2002 | A Continuous Restricted Boltzmann Machine with a Hardware-Amenable Learning Algorithm. Hsin Chen, Alan F. Murray |
| 2002 | A Corticospinal Network for Control of Voluntary Movements of a Physiologically Based Experimental Platform. Francisco García-Córdova, Javier Molina-Vilaplana, Juan López Coronado |
| 2002 | A Direction Sensitive Network Based on a Biophysical Neurone Model. Burkhard Iske, Axel Löffler, Ulrich Rückert |
| 2002 | A Greedy Training Algorithm for Sparse Least-Squares Support Vector Machines. Gavin C. Cawley, Nicola L. C. Talbot |
| 2002 | A Hybrid Two-Stage Fuzzy ARTMAP and LVQ Neuro-Fuzzy System for On-Line Handwriting Recognition. Miguel L. Bote-Lorenzo, Yannis A. Dimitriadis, Eduardo Gómez-Sánchez |
| 2002 | A Mixed Ensemble Approach for the Semi-supervised Problem. Evgenia Dimitriadou, Andreas Weingessel, Kurt Hornik |
| 2002 | A Model of Human Cortical Microcircuits for the Study of the Development of Epilepsy. Manuel A. Sánchez-Montañés, Luis Fernando Lago-Fernández, Nazareth P. Castellanos, Ángel Merchán-Pérez, Jon I. Arellano, Javier DeFelipe |
| 2002 | A Neural Model of Spatio Temporal Coordination in Prehension. Javier Molina-Vilaplana, Jorge Feliú Batlle, Juan López Coronado |
| 2002 | A Neural Model of the Fly Visual System Applied to Navigational Tasks. Cyrill Planta, Jörg Conradt, Adrian Jencik, Paul F. M. J. Verschure |
| 2002 | A Neural Network Model Generating Invariance for Visual Distance. Rüdiger Kupper, Reinhard Eckhorn |
| 2002 | A Neural Network Model for Pattern Recognition Based on Hypothesis and Verification with Moving Region of Attention. Masao Shimomura, Shunji Satoh, Shogo Miyake, Hirotomo Aso |
| 2002 | A Neurodynamical Theory of Visual Attention: Comparisons with fMRI- and Single-Neuron Data. Gustavo Deco, Edmund T. Rolls |
| 2002 | A New Learning Algorithm for Mean Field Boltzmann Machines. Max Welling, Geoffrey E. Hinton |
| 2002 | A New Learning Method for Piecewise Linear Regression. Giancarlo Ferrari-Trecate, Marco Muselli |
| 2002 | A New Method of Feature Extraction and Its Stability. Nojun Kwak, Chong-Ho Choi |
| 2002 | A New Sequential Algorithm for Regression Problems by Using Mixture Distribution. Takafumi Kanamori |
| 2002 | A Novel Approach to Modelling and Exploiting Uncertainty in Stochastic Control Systems. Randa Herzallah, David Lowe |
| 2002 | A Pareto Self-Organizing Map. Andrew Hunter, Richard Lee Kennedy |
| 2002 | A SOM Variant Based on the Wilcoxon Test for Document Organization and Retrieval. Apostolos Georgakis, Constantine Kotropoulos, Ioannis Pitas |
| 2002 | A Scalable and Efficient Probabilistic Information Retrieval and Text Mining System. Magnus Stensmo |
| 2002 | A Simple Generative Model for Single-Trial EEG Classification. Jens Kohlmorgen, Benjamin Blankertz |
| 2002 | A Simulated Annealing and Resampling Method for Training Perceptrons to Classify Gene-Expression Data. Andreas Alexander Albrecht, Staal Amund Vinterbo, C. K. Wong, Lucila Ohno-Machado |
| 2002 | A Weak Condition on Linear Independence of Unscaled Shifts of a Function and Finite Mappings by Neural Networks. Yoshifusa Ito |
| 2002 | Action Scheme Scheduling with a Neural Architecture: A Prefrontal Cortex Approach. Hervé Frezza-Buet |
| 2002 | Adaptive Differential Decorrelation: A Natural Gradient Algorithm. Seungjin Choi |
| 2002 | Adaptive Importance Sampling Technique for Neural Detector Training. José L. Sanz-González, Francisco Álvarez-Vaquero |
| 2002 | Adaptive Model Selection for Digital Linear Classifiers. Andrea Boni |
| 2002 | An Algorithm for Image Representation as Independent Levels of Resolution. Antonio Turiel, Jean-Pierre Nadal, Néstor Parga |
| 2002 | An Analog VLSI Pulsed Neural Network for Image Segmentation Using Adaptive Connection Weights. Arne Heittmann, Ulrich Ramacher, Daniel Matolin, Jörg Schreiter, René Schüffny |
| 2002 | An Application of SVM to Lost Packets Reconstruction in Voice-Enabled Services. Carmen Peláez-Moreno, Emilio Parrado-Hernández, Ascensión Gallardo-Antolín, Adrián Zambrano-Miranda, Fernando Díaz-de-María |
| 2002 | An Approach to Encode Multilayer Perceptrons. Jerzy Korczak, Emmanuel Blindauer |
| 2002 | An Effective Traveling Salesman Problem Solver Based on Self-Organizing Map. Alessio Plebe |
| 2002 | An Efficiently Focusing Large Vocabulary Language Model. Mikko Kurimo, Krista Lagus |
| 2002 | An Improved Cumulant Based Method for Independent Component Analysis. Tobias Blaschke, Laurenz Wiskott |
| 2002 | An Optimal Sensor Morphology Improves Adaptability of Neural Network Controllers. Lukas Lichtensteiger, Rolf Pfeifer |
| 2002 | Analysis of Biologically Inspired Small-World Networks. Carlos Aguirre, Ramón Huerta, Fernando J. Corbacho, Pedro Pascual |
| 2002 | Applying Machine Learning to Solve an Estimation Problem in Software Inspections. Thomas Ragg, Frank Padberg, Ralf Schoknecht |
| 2002 | Applying Slow Feature Analysis to Image Sequences Yields a Rich Repertoire of Complex Cell Properties. Pietro Berkes, Laurenz Wiskott |
| 2002 | Architectural Bias in Recurrent Neural Networks - Fractal Analysis. Peter Tiño, Barbara Hammer |
| 2002 | Artificial Neural Networks - ICANN 2002, International Conference, Madrid, Spain, August 28-30, 2002, Proceedings José R. Dorronsoro |
| 2002 | Associative Arithmetic with Boltzmann Machines: The Role of Number Representations. Ivilin Peev Stoianov, Marco Zorzi, Suzanna Becker, Carlo Umilta |
| 2002 | Asymptotic Level Density of the Elastic Net Self-Organizing Feature Map. Jens Christian Claussen, Heinz G. Schuster |
| 2002 | Attractor Neural Networks with Hypercolumns. Christopher Johansson, Anders Sandberg, Anders Lansner |
| 2002 | Audio-Visual Speech Recognition One Pass Learning with Spiking Neurons. Renaud Séguier, David Mercier |
| 2002 | Automatic Fingerprint Verification Using Neural Networks. Anna Ceguerra, Irena Koprinska |
| 2002 | Automatic Hyperparameter Tuning for Support Vector Machines. Davide Anguita, Sandro Ridella, Fabio Rivieccio, Rodolfo Zunino |
| 2002 | Baum-Welch Learning in Discrete Hidden Markov Models with Linear Factorial Constraints. Jens R. Otterpohl |
| 2002 | Beyond Comon's Identifiability Theorem for Independent Component Analysis. Riccardo Boscolo, Hong Pan, Vwani P. Roychowdhury |
| 2002 | Categorical Topological Map. Mustapha Lebbah, Christian Chabanon, Fouad Badran, Sylvie Thiria |
| 2002 | Characterization of Triphasic Rhythms in Central Pattern Generators (I): Interspike Interval Analysis. Roberto Latorre, Francisco de Borja Rodríguez Ortiz, Pablo Varona |
| 2002 | Characterization of Triphasic Rhythms in Central Pattern Generators (II): Burst Information Analysis. Francisco de Borja Rodríguez Ortiz, Roberto Latorre, Pablo Varona |
| 2002 | Circular Back-Propagation Networks for Measuring Displayed Image Quality. Paolo Gastaldo, Rodolfo Zunino, Ingrid Heynderickx, Elena Vicario |
| 2002 | Clustering of Gene Expression Data by Mixture of PCA Models. Taku Yoshioka, Ryouko Morioka, Kazuo Kobayashi, Shigeyuki Oba, Naotake Ogasawara, Shin Ishii |
| 2002 | Clustering within Integrate-and-Fire Neurons for Image Segmentation. Phill Rowcliffe, Jianfeng Feng, Hilary Buxton |
| 2002 | Combining Multimodal Sensory Input for Spatial Learning. Thomas Strösslin, Christophe Krebser, Angelo Arleo, Wulfram Gerstner |
| 2002 | Compactly Supported RBF Kernels for Sparsifying the Gram Matrix in LS-SVM Regression Models. Bart Hamers, Johan A. K. Suykens, Bart De Moor |
| 2002 | Comparing the Information Encoded by Different Brain Areas with Functional Imaging Techniques. Angel Nevado, Malcolm P. Young, Stefano Panzeri |
| 2002 | Complexity Selection of the Self-Organizing Map. Anssi Lensu, Pasi Koikkalainen |
| 2002 | Conjugate Directions for Stochastic Gradient Descent. Nicol N. Schraudolph, Thore Graepel |
| 2002 | Continuous Unsupervised Sleep Staging Based on a Single EEG Signal. Arthur Flexer, Georg Gruber, Georg Dorffner |
| 2002 | Continuous-State Hopfield Dynamics Based on Implicit Numerical Methods. Miguel A. Atencia Ruiz, Gonzalo Joya Caparrós, Francisco Sandoval Hernández |
| 2002 | Convolutional Neural Networks for Radar Detection. Gustavo López-Risueño, Jesús Grajal, Simon Haykin, Rosa Díaz-Oliver |
| 2002 | Coordinating Principal Component Analyzers. Jakob J. Verbeek, Nikos Vlassis, Ben J. A. Kröse |
| 2002 | Correlation Visualization of High Dimensional Data Using Topographic Maps. Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Alberto B. Diez González |
| 2002 | Critical Assessment of Option Pricing Methods Using Artificial Neural Networks. Panayiotis Ch. Andreou, Chris Charalambous, Spiros H. Martzoukos |
| 2002 | Data Driven Generation of Interactions for Feature Binding and Relaxation Labeling. Sebastian Weng, Jochen J. Steil |
| 2002 | Detecting the Number of Clusters Using a Support Vector Machine Approach. Javier M. Moguerza, Alberto Muñoz, Manuel Martín-Merino |
| 2002 | Distance Matrix Based Clustering of the Self-Organizing Map. Juha Vesanto, Mika Sulkava |
| 2002 | Does Crossover Probability Depend on Fitness and Hamming Differences in Genetic Algorithms? José Luis Fernández-Villacañas Martín, Mónica Sierra Sánchez |
| 2002 | Does Morphology Influence Temporal Plasticity? David C. Sterratt, Arjen van Ooyen |
| 2002 | Dynamic Knowledge Representation in Connectionist Systems. J. Mark Bishop, Slawomir J. Nasuto, Kris De Meyer |
| 2002 | Dynamic Noise Annealing for Learning Temporal Sequences with Recurrent Neural Networks. Pierre-Edouard Sottas, Wulfram Gerstner |
| 2002 | Dynamical Neural Schmitt Trigger for Robot Control. Martin Hülse, Frank Pasemann |
| 2002 | Dynamics of ICA for High-Dimensional Data. Gleb Basalyga, Magnus Rattray |
| 2002 | Dynamics of a Plastic Cortical Network. Gianluigi Mongillo, Daniel J. Amit |
| 2002 | EM-Based Radial Basis Function Training with Partial Information. Pedro J. Zufiria, Carlos Rivero |
| 2002 | Edge Detection and Motion Discrimination in the Cuneate Nucleus. Eduardo Sánchez Vila, Senén Barro, Antonio Canedo |
| 2002 | Encoding the Temporal Statistics of Markovian Sequences of Stimuli in Recurrent Neuronal Networks. Alessandro Usseglio Viretta, Stefano Fusi, Shih-Chii Liu |
| 2002 | Entropic Measures with Radial Basis Units. J. David Buldain Pérez |
| 2002 | Episodic Memory: A Connectionist Interpretation. J. G. (Iain) Wallace, Kevin Bluff |
| 2002 | Error Functions for Prediction of Episodes of Poor Air Quality. Robert J. Foxall, Gavin C. Cawley, Stephen R. Dorling, Danilo P. Mandic |
| 2002 | Evolutionary Artificial Neural Networks for Quadruped Locomotion. David McMinn, Grant M. Maxwell, Christopher MacLeod |
| 2002 | Evolutionary Training of Neuro-fuzzy Patches for Function Approximation. Jesús González, Ignacio Rojas, Héctor Pomares, Alberto Prieto, Karl Goser |
| 2002 | Extended Kalman Filter Trained Recurrent Radial Basis Function Network in Nonlinear System Identification. Branimir Todorovic, Miomir S. Stankovic, Claudio Moraga |
| 2002 | Extraction of Fuzzy Rules Using Sensibility Analysis in a Neural Network. Jesús Manuel Besada-Juez, Miguel Angel Sanz-Bobi |
| 2002 | Feature Selection via Genetic Optimization. Sancho Salcedo-Sanz, Mario de Prado-Cumplido, Fernando Pérez-Cruz, Carlos Bousoño-Calzón |
| 2002 | Financial APT-Based Gaussian TFA Learning for Adaptive Portfolio Management. Kai Chun Chiu, Lei Xu |
| 2002 | Finding the Optimal Continuous Model for Discrete Data by Neural Network Interpolation of Fractional Iteration. Lars Kindermann, Achim Lewandowski, Peter Protzel |
| 2002 | Firing Rate Adaptation without Losing Sensitivity to Input Fluctuations. Giancarlo La Camera, Alexander Rauch, Walter Senn, Hans-Rudolf Lüscher, Stefano Fusi |
| 2002 | Firing Rate for a Generic Integrate-and-Fire Neuron with Exponentially Correlated Input. Rubén Moreno, Néstor Parga |
| 2002 | Flow Diagrams of the Quadratic Neural Network. David R. C. Dominguez, Elka Korutcheva, W. K. Theumann, Rubem Erichsen Jr. |
| 2002 | Frame Kernels for Learning. Alain Rakotomamonjy, Stéphane Canu |
| 2002 | Fusing Images with Multiple Focuses Using Support Vector Machines. Shutao Li, James T. Kwok, Yaonan Wang |
| 2002 | Generative Capacities of Cellular Automata Codification for Evolution of NN Codification. Germán Gutiérrez, Inés María Galván, José M. Molina, Araceli Sanchis |
| 2002 | Goal Sequencing for Construction Agents in a Simulated Environment. Anand Panangadan, Michael G. Dyer |
| 2002 | Heterogeneous Forests of Decision Trees. Krzysztof Grabczewski, Wlodzislaw Duch |
| 2002 | Hierarchical Model Selection for NGnet Based on Variational Bayes Inference. Junichiro Yoshimoto, Shin Ishii, Masa-aki Sato |
| 2002 | Hierarchical Object Classification for Autonomous Mobile Robots. Steffen Simon, Friedhelm Schwenker, Hans A. Kestler, Gerhard K. Kraetzschmar, Günther Palm |
| 2002 | High Precision Measurement of Fuel Density Profiles in Nuclear Fusion Plasmas. Jakob Svensson, Manfred von Hellermann, Ralf König |
| 2002 | High-Accuracy Mixed-Signal VLSI for Weight Modification in Contrastive Divergence Learning. Patrice Fleury, Alan F. Murray, H. Martin Reekie |
| 2002 | Human Recognition by Gait Analysis Using Neural Networks. José Elías Herrero Jaraba, Carlos Orrite-Uruñuela, J. David Buldain Pérez, Armando Roy-Yarza |
| 2002 | Identification of Wiener Model Using Radial Basis Functions Neural Networks. Syed Saad Azhar Ali, Hussain N. Al-Duwaish |
| 2002 | Implementing Relevance Feedback as Convolutions of Local Neighborhoods on Self-Organizing Maps. Markus Koskela, Jorma Laaksonen, Erkki Oja |
| 2002 | Improving Long-Term Online Prediction with Decoupled Extended Kalman Filters. Juan Antonio Pérez-Ortiz, Jürgen Schmidhuber, Felix A. Gers, Douglas Eck |
| 2002 | Incremental Sparse Kernel Machine. Masa-aki Sato, Shigeyuki Oba |
| 2002 | Independent Component Analysis for Domain Independent Watermarking. Stéphane Bounkong, David Saad, David Lowe |
| 2002 | Input and Output Feature Selection. Alejandro Sierra, Fernando J. Corbacho |
| 2002 | Integration of Metric Place Relations in a Landmark Graph. Wolfgang Hübner, Hanspeter A. Mallot |
| 2002 | Iterative Population Decoding Based on Prior Beliefs. Jens R. Otterpohl, Klaus Pawelzik |
| 2002 | Kernel Matrix Completion by Semidefinite Programming. Thore Graepel |
| 2002 | Kernel-Based 3D Object Representation. Annalisa Barla, Francesca Odone |
| 2002 | Kohonen Maps Applied to Fast Image Vector Quantization. Christophe Foucher, Daniel Le Guennec, Gilles Vaucher |
| 2002 | Lateral Interactions in Self-Organizing Maps. Roberto Viviani |
| 2002 | Learning Context Sensitive Languages with LSTM Trained with Kalman Filters. Felix A. Gers, Juan Antonio Pérez-Ortiz, Douglas Eck, Jürgen Schmidhuber |
| 2002 | Learning Face Localization Using Hierarchical Recurrent Networks. Sven Behnke |
| 2002 | Learning Inverse Kinematics via Cross-Point Function Decomposition. Vicente Ruiz de Angulo, Carme Torras |
| 2002 | Learning More Accurate Metrics for Self-Organizing Maps. Jaakko Peltonen, Arto Klami, Samuel Kaski |
| 2002 | Learning Multiple Feature Representations from Natural Image Sequences. Wolfgang Einhäuser, Christoph Kayser, Konrad P. Körding, Peter König |
| 2002 | Learning Vector Quantization for Multimodal Data. Barbara Hammer, Marc Strickert, Thomas Villmann |
| 2002 | Learning the Dynamic Neural Networks with the Improvement of Generalization Capabilities. Miroslaw Galicki, Lutz Leistritz, Herbert Witte |
| 2002 | Learning the Long-Term Structure of the Blues. Douglas Eck, Jürgen Schmidhuber |
| 2002 | Linkage Analysis: A Bayesian Approach. Martijn A. R. Leisink, Hilbert J. Kappen, Han G. Brunner |
| 2002 | Local Modeling Using Self-Organizing Maps and Single Layer Neural Networks. Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Enrique F. Castillo, José Carlos Príncipe, Bertha Guijarro-Berdiñas |
| 2002 | Lower Bounds for Training and Leave-One-Out Estimates of the Generalization Error. Gérald Gavin, Olivier Teytaud |
| 2002 | MDL Based Model Selection for Relevance Vector Regression. Davide Anguita, Matteo Gagliolo |
| 2002 | Macrocolumns as Decision Units. Jörg Lücke, Christoph von der Malsburg, Rolf P. Würtz |
| 2002 | Mapping the Growing Neural Gas to Situation Calculus. Dimitrios Vogiatzis, Andreas Stafylopatis |
| 2002 | Market Modeling Based on Cognitive Agents. Georg Zimmermann, Ralph Grothmann, Christoph Tietz, Ralph Neuneier |
| 2002 | Maximum Contrast Classifiers. Peter Meinicke, Thorsten Twellmann, Helge J. Ritter |
| 2002 | Maximum and Minimum Likelihood Hebbian Learning for Exploratory Projection Pursuit. Donald MacDonald, Emilio Corchado, Colin Fyfe, Erzsébet Merényi |
| 2002 | Mean-Field Population Dynamics of Spiking Neurons with Random Synaptic Delays. Maurizio Mattia, Paolo Del Giudice |
| 2002 | Missing Value Estimation Using Mixture of PCAs. Shigeyuki Oba, Masa-aki Sato, Ichiro Takemasa, Morito Monden, Ken-ichi Matsubara, Shin Ishii |
| 2002 | Mixtures of Autoregressive Models for Financial Risk Analysis. Alberto Suárez |
| 2002 | Mixtures of Probabilistic PCAs and Fisher Kernels for Word and Document Modeling. George Siolas, Florence d'Alché-Buc |
| 2002 | Model Clustering for Neural Network Ensembles. Bart Bakker, Tom Heskes |
| 2002 | Modeling Neural Control of Locomotion: Integration of Reflex Circuits with CPG. Ilya A. Rybak, Dmitry G. Ivashko, Boris I. Prilutsky, M. Anthony Lewis, John K. Chapin |
| 2002 | Multi-dimensional Function Approximation and Regression Estimation. Fernando Pérez-Cruz, Gustavo Camps-Valls, Emilio Soria-Olivas, Juan José Pérez-Ruixo, Aníbal R. Figueiras-Vidal, Antonio Artés-Rodríguez |
| 2002 | Multi-layer Perceptrons for Functional Data Analysis: A Projection Based Approach. Brieuc Conan-Guez, Fabrice Rossi |
| 2002 | Multi-stream Exploratory Projection Pursuit for the Formation of Complex Cells Similar to Visual Cortical Neurons. Darryl Charles, Jos Koetsier, Donald MacDonald, Colin Fyfe |
| 2002 | Multiple Forms of Activity-Dependent Plasticity Enhance Information Transfer at a Dynamic Synapse. Bruce P. Graham |
| 2002 | Multiresolution Support for Adaptive Image Restoration Using Neural Networks. Souheila Ghennam, Khier Benmahammed |
| 2002 | Natural Gradient and Multiclass NLDA Networks. José R. Dorronsoro, Ana M. González |
| 2002 | Networking with Cognitive Packets. Erol Gelenbe, Ricardo Lent, Zhiguang Xu |
| 2002 | Neural Coding Analysis in Retinal Ganglion Cells Using Information Theory. José Manuel Ferrández de Vicente, Markus Bongard, Francisco García de Quirós, Jose Angel Bolea, Eduardo Fernández |
| 2002 | Neural Minimax Classifiers. Rocío Alaíz-Rodríguez, Jesús Cid-Sueiro |
| 2002 | Neural Networks Retraining for Unsupervised Video Object Segmentation of Videoconference Sequences. Klimis S. Ntalianis, Nikolaos D. Doulamis, Anastasios D. Doulamis, Stefanos D. Kollias |
| 2002 | Neural Networks, Clustering Techniques, and Function Approximation Problems. Jesús González, Ignacio Rojas, Héctor Pomares |
| 2002 | Neural-Based Classification of Blocks from Documents. Damián López, María José Castro |
| 2002 | Neuro-classification of Bill Fatigue Levels Based on Acoustic Wavelet Components. Masaru Teranishi, Sigeru Omatu, Toshihisa Kosaka |
| 2002 | New Methods for Splice Site Recognition. Sören Sonnenburg, Gunnar Rätsch, Arun K. Jagota, Klaus-Robert Müller |
| 2002 | Noise Induces Spontaneous Synchronous Aperiodic Activity in EI Neural Networks. Maria Marinaro, Silvia Scarpetta |
| 2002 | Non-monotonic Current-to-Rate Response Function in a Novel Integrate-and-Fire Model Neuron. Michele Giugliano, Giancarlo La Camera, Alexander Rauch, Hans-Rudolf Lüscher, Stefano Fusi |
| 2002 | Nonlinear Analysis of Simple Cell Tuning in Visual Cortex. Thomas Wennekers |
| 2002 | Nonlinear Modeling of Dynamic Systems with the Self-Organizing Map. Guilherme De A. Barreto, Aluízio F. R. Araújo |
| 2002 | Nonlinear Projection with the Isotop Method. John Aldo Lee, Michel Verleysen |
| 2002 | Novelty Detection in Video Surveillance Using Hierarchical Neural Networks. Jonathan D. Owens, Andrew Hunter, Eric Fletcher |
| 2002 | On Convergence of an Iterative Factor Estimate Algorithm for the NFA Model. Zhiyong Liu, Lei Xu |
| 2002 | On Linear Separability of Sequences and Structures. Alessandro Sperduti |
| 2002 | On the Computational Power of Neural Microcircuit Models: Pointers to the Literature. Wolfgang Maass |
| 2002 | On the Training of a Kolmogorov Network. Mario Köppen |
| 2002 | Optimal Extraction of Hidden Causes. Luis Fernando Lago-Fernández, Fernando J. Corbacho |
| 2002 | Overcomplete ICA with a Geometric Algorithm. Fabian J. Theis, Elmar Wolfgang Lang, Tobias Westenhuber, Carlos García Puntonet |
| 2002 | Parametrized SOMs for Object Recognition and Pose Estimation. Axel Saalbach, Gunther Heidemann, Helge J. Ritter |
| 2002 | Piecewise-Linear Approximation of Any Smooth Output Function on the Cellular Neural Network. Victor M. Preciado |
| 2002 | Population Coding of Multiple Edge Orientation. Niklas Lüdtke, Richard C. Wilson, Edwin R. Hancock |
| 2002 | Potential Energy and Particle Interaction Approach for Learning in Adaptive Systems. Deniz Erdogmus, José Carlos Príncipe, Luis Vielva, David Luengo |
| 2002 | Predictive Self-Organizing Map for Vector Quantization of Migratory Signals. Akira Hirose, Tomoyuki Nagashima |
| 2002 | Puncturing Multi-class Support Vector Machines. Fernando Pérez-Cruz, Antonio Artés-Rodríguez |
| 2002 | Receptive Fields Similar to Simple Cells Maximize Temporal Coherence in Natural Video. Jarmo Hurri, Aapo Hyvärinen |
| 2002 | Recurrent Neural Learning for Helpdesk Call Routing. Sheila Garfield, Stefan Wermter |
| 2002 | Recursive Neural Networks Applied to Discourse Representation Theory. Antonella Bua, Marco Gori, Fabrizio Santini |
| 2002 | Reducing Communication for Distributed Learning in Neural Networks. Peter Auer, Harald Burgsteiner, Wolfgang Maass |
| 2002 | Reinforcement Learning for Biped Locomotion. Masa-aki Sato, Yutaka Nakamura, Shin Ishii |
| 2002 | Robust Blind Source Separation Utilizing Second and Fourth Order Statistics. Pando G. Georgiev, Andrzej Cichocki |
| 2002 | Robust Cross-Validation Score Function for Non-linear Function Estimation. Jos De Brabanter, Kristiaan Pelckmans, Johan A. K. Suykens, Joos Vandewalle |
| 2002 | Robust De-noising by Kernel PCA. Takashi Takahashi, Takio Kurita |
| 2002 | Robust Estimator for the Learning Process in Neural Networks Applied in Time Series. Héctor Allende, Claudio Moraga, Rodrigo Salas |
| 2002 | Robust Unsupervised Competitive Neural Network by Local Competitive Signals. Ernesto Chiarantoni, Giuseppe Acciani, Girolamo Fornarelli, Silvano Vergura |
| 2002 | Rule Extraction from Self-Organizing Networks. Barbara Hammer, Andreas Rechtien, Marc Strickert, Thomas Villmann |
| 2002 | SSA, SVD, QR-cp, and RBF Model Reduction. Moisés Salmerón, Julio Ortega, Carlos García Puntonet, Alberto Prieto, Ignacio Rojas |
| 2002 | Saliency Maps Operating on Stereo Images Detect Landmarks and Their Distance. Jörg Conradt, Pascal Simon, Michel Pescatore, Paul F. M. J. Verschure |
| 2002 | Sampling Parameters to Estimate a Mixture Distribution with Unknown Size. Martin Lauer |
| 2002 | Second-Order Conditioning in Mobile Robots. Samuel Benzaquen, Carolina Chang |
| 2002 | Selecting Neural Networks for Making a Committee Decision. Antanas Verikas, Arunas Lipnickas, Kerstin Malmqvist |
| 2002 | Selecting Ridge Parameters in Infinite Dimensional Hypothesis Spaces. Masashi Sugiyama, Klaus-Robert Müller |
| 2002 | Selection of Meta-parameters for Support Vector Regression. Vladimir Cherkassky, Yunqian Ma |
| 2002 | Self Pruning Gaussian Synapse Networks for Behavior Based Robots. José Antonio Becerra, Richard J. Duro, José Santos Reyes |
| 2002 | Sequential Learning in Feedforward Networks: Proactive and Retroactive Interference Minimization. Vicente Ruiz de Angulo, Carme Torras |
| 2002 | Single Trial Detection of EEG Error Potentials: A Tool for Increasing BCI Transmission Rates. Benjamin Blankertz, Christin Schäfer, Guido Dornhege, Gabriel Curio |
| 2002 | Small-World Effects in Lattice Stochastic Diffusion Search. Kris De Meyer, J. Mark Bishop, Slawomir J. Nasuto |
| 2002 | Speeding-up Reinforcement Learning with Multi-step Actions. Ralf Schoknecht, Martin A. Riedmiller |
| 2002 | Spike-Driven Synaptic Plasticity for Learning Correlated Patterns of Asynchronous Activity. Stefano Fusi |
| 2002 | Spike-Timing Dependent Competitive Learning of Integrate-and-Fire Neurons with Active Dendrites. Christo Panchev, Stefan Wermter, Huixin Chen |
| 2002 | Stability-Based Model Order Selection in Clustering with Applications to Gene Expression Data. Volker Roth, Mikio L. Braun, Tilman Lange, Joachim M. Buhmann |
| 2002 | Stabilized Dynamics in Physiological and Neural Systems Despite Strongly Delayed Feedback. Andreas Thiel, Christian W. Eurich, Helmut Schwegler |
| 2002 | Stable Adaptive Momentum for Rapid Online Learning in Nonlinear Systems. Thore Graepel, Nicol N. Schraudolph |
| 2002 | State Space Neural Networks for Freeway Travel Time Prediction. Hans van Lint, Serge P. Hoogendoorn, Henk J. van Zuylen |
| 2002 | Stochastic Resonance and Finite Resolution in a Network of Leaky Integrate-and-Fire Neurons. Nhamo Mtetwa, Leslie S. Smith, Amir Hussain |
| 2002 | Stochastic Supervised Learning Algorithms with Local and Adaptive Learning Rate for Recognising Hand-Written Characters. Matteo Giudici, Filippo Queirolo, Maurizio Valle |
| 2002 | Storage Capacity of Kernel Associative Memories. Barbara Caputo, Heinrich Niemann |
| 2002 | Support Vector Method for ARMA System Identification: A Robust Cost Interpretation. José Luis Rojo-Álvarez, Manel Martínez-Ramón, Aníbal R. Figueiras-Vidal, Mario de Prado-Cumplido, Antonio Artés-Rodríguez |
| 2002 | Support Vector Representation of Multi-categorical Data. Silvio Borer, Wulfram Gerstner |
| 2002 | Support Vector Robust Algorithms for Non-parametric Spectral Analysis. José Luis Rojo-Álvarez, Arcadi García-Alberola, Manel Martínez-Ramón, Mariano Valdés, Aníbal R. Figueiras-Vidal, Antonio Artés-Rodríguez |
| 2002 | Symmetry Detection Using Global-Locally Coupled Maps. Rogério de Oliveira, Luiz Henrique Alves Monteiro |
| 2002 | Temporal Processing of Brain Activity for the Recognition of EEG Patterns. Alexandre Hauser, Pierre-Edouard Sottas, José del R. Millán |
| 2002 | The Leave-One-Out Kernel. Koji Tsuda, Motoaki Kawanabe |
| 2002 | The Principal Components Analysis Self-Organizing Map. Ezequiel López-Rubio, José Muñoz-Pérez, José Antonio Gómez-Ruiz |
| 2002 | Time-Scaling in Recurrent Neural Learning. Ricardo Riaza, Pedro J. Zufiria |
| 2002 | Tool Wear Prediction in Milling Using Neural Networks. Rodolfo E. Haber, Angel Alique, José R. Alique |
| 2002 | Towards a New Information Processing Measure for Neural Computation. Manuel A. Sánchez-Montañés, Fernando J. Corbacho |
| 2002 | Type of Blur and Blur Parameters Identification Using Neural Network and Its Application to Image Restoration. Igor N. Aizenberg, Taras Bregin, Constantine Butakoff, Victor N. Karnaukhov, Nickolay S. Merzlyakov, Olga Milukova |
| 2002 | Unsupervised - Neural Network Approach for Efficient Video Description. Giuseppe Acciani, Ernesto Chiarantoni, Daniela Girimonte, Cataldo Guaragnella |
| 2002 | Unsupervised Learning of Combination Features for Hierarchical Recognition Models. Heiko Wersing, Edgar Körner |
| 2002 | Using Neural Field Dynamics in the Context of Attentional Control. Gerriet Backer, Bärbel Mertsching |
| 2002 | Using Perceptrons for Supervised Classification of DNA Microarray Samples: Obtaining the Optimal Level of Information and Finding Differentially Expressed Genes. Álvaro Mateos, Javier Herrero, Joaquín Dopazo |
| 2002 | Using Recurrent Neural Networks for Automatic Chromosome Classification. César Ernesto Martínez, Alfons Juan, Francisco Casacuberta |
| 2002 | Using Smoothed Data Histograms for Cluster Visualization in Self-Organizing Maps. Elias Pampalk, Andreas Rauber, Dieter Merkl |
| 2002 | Vergence Control and Disparity Estimation with Energy Neurons: Theory and Implementation. Wolfgang Stürzl, Ulrich Hoffmann, Hanspeter A. Mallot |
| 2002 | Visualization and Analysis of Web Navigation Data. Khalid Benabdeslem, Younès Bennani, Eric Janvier |
| 2002 | When NMDA Receptor Conductances Increase Inter-spike Interval Variability. Giancarlo La Camera, Stefano Fusi, Walter Senn, Alexander Rauch, Hans-Rudolf Lüscher |