ICANN C

175 papers

YearTitle / Authors
2001'Virtual Keyboard' Controlled by Spontaneous EEG Activity.
Bernhard Obermaier, Gernot R. Müller, Gert Pfurtscheller
2001A Comparison of Classifiers for Real-Time Eye Detection.
Alex Cozzi, Myron Flickner, Jianchang Mao, Shivakumar Vaithyanathan
2001A Computational Intelligence Approach to Optimization with Unknown Objective Functions.
Hirotaka Nakayama, Masao Arakawa, Rie Sasaki
2001A Design of Neural-Net Based Self-Tuning PID Controllers.
Michiyo Suzuki, Toru Yamamoto, Kazuo Kawada, Hiroyuki Sogo
2001A Discrete Probabilistic Memory Model for Discovering Dependencies in Time.
Sepp Hochreiter, Michael Mozer
2001A Game-Theoretic Adaptive Categorization Mechanism for ART-Type Networks.
Wai-Keung Fung, Yun-Hui Liu
2001A Generalisable Measure of Self-Organisation and Emergence.
W. Andy Wright, Robert E. Smith, Martin Danek, Pillip Greenway
2001A Hierarchical Method for Training Embedded Sigmoidal Neural Networks.
Jinglu Hu, Kotaro Hirasawa
2001A Markov Chain Monte Carlo Algorithm for the Quadratic Assignment Problem Based on Replicator Equations.
Takehiro Nishiyama, Kazuo Tsuchiya, Katsuyoshi Tsujita
2001A Mathematical Analysis of a Correlation Based Model for the Orientation Map Formation.
Tadashi Yamazaki
2001A Mirror Neuron System for Syntax Acquisition.
Steve Womble, Stefan Wermter
2001A Model of Border-Ownership Coding in Early Vision.
Masayuki Kikuchi, Youhei Akashi
2001A Model of Horizontal 360° Object Localization Based on Binaural Hearing and Monocular Vision.
Carsten Schauer, Horst-Michael Gross
2001A Network of Relaxation Oscillators that Finds Downbeats in Rhythms.
Douglas Eck
2001A Neural Control Model Using Predictive Adjustment Mechanism of Viscoelastic Property of the Human Arm.
Masazumi Katayama
2001A Neural Oscillator Model of Auditory Attention.
Stuart N. Wrigley, Guy J. Brown
2001A Neural-Network-Based Approach to Adaptive Human Computer Interaction.
George N. Votsis, Nikolaos D. Doulamis, Anastasios D. Doulamis, Nicolas Tsapatsoulis, Stefanos D. Kollias
2001A New Adaptive Color Quantization Technique.
Antonios Atsalakis, Nikos Papamarkos, Charalambos Strouthopoulos
2001A Novel Binary Spell Checker.
Victoria J. Hodge, Jim Austin
2001A Probabilistic Approach to High-Resolution Sleep Analysis.
Peter Sykacek, Stephen J. Roberts, Iead Rezek, Arthur Flexer, Georg Dorffner
2001A Soft k-Segments Algorithm for Principal Curves.
Jakob J. Verbeek, Nikos Vlassis, Ben J. A. Kröse
2001A Topological Hierarchical Clustering: Application to Ocean Color Classification.
Méziane Yacoub, Fouad Badran, Sylvie Thiria
2001A Variational Approach to Robust Regression.
Anita C. Faul, Michael E. Tipping
2001Accelerating RBF Network Simulation by Using Multimedia Extensions of Modern Microprocessors.
Alfred Strey, Martin Bange
2001Active Learning with Adaptive Grids.
Michele Milano, Jürgen Schmidhuber, Petros Koumoutsakos
2001Adaptable Neural Networks for Unsupervised Video Object Segmentation of Stereoscopic Sequences.
Anastasios D. Doulamis, Klimis S. Ntalianis, Nikolaos D. Doulamis, Stefanos D. Kollias
2001Adaptive Neural Control of Nonlinear Systems.
Ieroham S. Baruch, José Martín Flores, Federico Thomas, Rubén Garrido
2001Analyzing Purchase Data by a Neural Net Extension of the Multinomial Logit Model.
Harald Hruschka, Werner Fettes, Markus Probst
2001Anticipation-Based Control Architecture for a Mobile Robot.
Andrea Heinze, Horst-Michael Gross
2001Applying Kernel Based Subspace Classification to a Non-intrusive Monitoring for Household Electric Appliances.
Hiroshi Murata, Takashi Onoda
2001Applying LSTM to Time Series Predictable through Time-Window Approaches.
Felix A. Gers, Douglas Eck, Jürgen Schmidhuber
2001Approximation of Bayesian Discriminant Function by Neural Networks in Terms of Kullback-Leibler Information.
Yoshifusa Ito, Cidambi Srinivasan
2001Approximation of Time-Varying Functions with Local Regression Models.
Achim Lewandowski, Peter Protzel
2001Architecture Selection in NLDA Networks.
José R. Dorronsoro, Ana M. González, Carlos Santa Cruz
2001Artificial Neural Networks - ICANN 2001, International Conference Vienna, Austria, August 21-25, 2001 Proceedings
Georg Dorffner, Horst Bischof, Kurt Hornik
2001Bad Design and Good Performance: Strategies of the Visual System for Enhanced Scene Analysis.
Florentin Wörgötter
2001Bagging Can Stabilize without Reducing Variance.
Yves Grandvalet
2001Bayesian Independent Component Analysis as Applied to One-Channel Speech Enhancement.
Ilyas Potamitis, Nikos Fakotakis, George K. Kokkinakis
2001Behavioral Market Segmentation of Binary Guest Survey Data with Bagged Clustering.
Sara Dolnicar, Friedrich Leisch
2001Blind Separation of Sources by Differentiating the Output Cumulants and Using Newton's Method.
Rubén Martín-Clemente, José I. Acha, Carlos García Puntonet
2001Blind Source Separation Using Principal Component Neural Networks.
Konstantinos I. Diamantaras
2001Blind Source Separation of Single Components from Linear Mixtures.
Roland Vollgraf, Ingo Schießl, Klaus Obermayer
2001Boosting Mixture Models for Semi-supervised Learning.
Yves Grandvalet, Florence d'Alché-Buc, Christophe Ambroise
2001Bounds on the Generalization Ability of Bayesian Inference and Gibbs Algorithms.
Olivier Teytaud, Hélène Paugam-Moisy
2001Breast Tissue Classification in Mammograms Using ICA Mixture Models.
Ioanna Christoyianni, Athanasios Koutras, Evangelos Dermatas, George K. Kokkinakis
2001Close-Class-Set Discrimination Method for Recognition of Stop_Consonant-Vowel Utterances Using Support Vector Machines.
Chellu Chandra Sekhar, Kazuya Takeda, Fumitada Itakura
2001Clustering Gene Expression Data by Mutual Information with Gene Function.
Samuel Kaski, Janne Sinkkonen, Janne Nikkilä
2001Clustering of EEG-Segments Using Hierarchical Agglomerative Methods and Self-Organizing Maps.
David Sommer, Martin Golz
2001Combining the Self-Organizing Map and K-Means Clustering for On-Line Classification of Sensor Data.
Kristof Van Laerhoven
2001Comparison of Wavelet Thresholding Methods for Denoising ECG Signals.
Vladimir Cherkassky, Steven Kilts
2001Complex Process Visualization through Continuous Feature Maps Using Radial Basis Functions.
Ignacio Díaz Blanco, Alberto B. Diez González, Abel Alberto Cuadrado Vega
2001Complexity of Learning for Networks of Spiking Neurons with Nonlinear Synaptic Interactions.
Michael Schmitt
2001Conditionally Independent Component Extraction for Naive Bayes Inference.
Shotaro Akaho
2001Construction by Autonomous Agents in a Simulated Environment.
Anand Panangadan, Michael G. Dyer
2001Continuous Speech Recognition with a Robust Connectionist/Markovian Hybrid Model.
Edmondo Trentin, Marco Gori
2001Controlling Oscillatory Behaviour of a Two Neuron Recurrent Neural Network Using Inputs.
Robert Haschke, Jochen J. Steil, Helge J. Ritter
2001Cooperative Information Control to Coordinate Competition and Cooperation.
Ryotaro Kamimura, Taeko Kamimura
2001Coupled Neural Maps for the Origins of Vowel Systems.
Pierre-Yves Oudeyer
2001Deferring the Learning for Better Generalization in Radial Basis Neural Networks.
José María Valls, Pedro Isasi, Inés María Galván
2001Description of Dynamic Structured Scenes by a SOM/ARSOM Hierarchy.
Antonio Chella, Maria Donatella Guarino, Roberto Pirrone
2001Detecting Shot Transitions for Video Indexing with FAM.
Seok-Woo Jang, Gye-Young Kim, Hyung-Il Choi
2001Direct Estimation of Polynomial Densities in Generalized RBF Networks Using Moments.
Evangelos Dermatas
2001Discriminative Dimensionality Reduction Based on Generalized LVQ.
Atsushi Sato
2001Efficient Hybrid Neural Network for Chaotic Time Series Prediction.
Hirotaka Inoue, Yoshinobu Fukunaga, Hiroyuki Narihisa
2001Efficient Pattern Discrimination with Inhibitory WTA Nets.
Brijnesh J. Jain, Fritz Wysotzki
2001Episodic Memory and Cognitive Map in a Rate Model Network of the Rat Hippocampus.
Fanni Misják, Máté Lengyel, Péter Érdi
2001Estimation of Computational Complexity of Sensor Accuracy Improvement Algorithm Based on Neural Networks.
Volodymyr Turchenko, Volodymyr Kochan, Anatoly Sachenko
2001Evaluation of Distance Measures for Partial Image Retrieval Using Self-Organizing Map.
Yin Huang, Ponnuthurai N. Suganthan, Shankar M. Krishnan, Xiang Cao
2001Evoked Potential Signal Estimation Using Gaussian Radial Basis Function Network.
G. Sita, A. G. Ramakrishnan
2001Evolving Neural Behaviour Control for Autonomous Robots.
Martin Hülse, Bruno Lara, Frank Pasemann, Ulrich Steinmetz
2001Exponential Transients in Continuous-Time Symmetric Hopfield Nets.
Jirí Síma, Pekka Orponen
2001Extracting Slow Subspaces from Natural Videos Leads to Complex Cells.
Christoph Kayser, Wolfgang Einhäuser, Olaf Dümmer, Peter König, Konrad P. Körding
2001Fast Curvature Matrix-Vector Products.
Nicol N. Schraudolph
2001Fast Score Function Estimation with Application in ICA.
Nikos Vlassis
2001Fast Training of Support Vector Machines by Extracting Boundary Data.
Shigeo Abe, Takuya Inoue
2001Faster Convergence and Improved Performance in Least-Squares Training of Neural Networks for Active Sound Cancellation.
Martin Bouchard
2001Feature Extraction Using ICA.
Nojun Kwak, Chong-Ho Choi, Jin Young Choi
2001Finding Faces in Cluttered Still Images with Few Examples.
Jan Wieghardt, Hartmut S. Loos
2001Finite-State Reber Automaton and the Recurrent Neural Networks Trained in Supervised and Unsupervised Manner.
Michal Cernanský, Lubica Benusková
2001Fusion Architectures for the Classification of Time Series.
Christian Dietrich, Friedhelm Schwenker, Günther Palm
2001Gaussian Process Approach to Stochastic Spiking Neurons with Reset.
Ken-ichi Amemori, Shin Ishii
2001Gaussian Processes for Model Fusion.
Mohammed El-Beltagy, W. Andy Wright
2001Gaussian Radial Basis Functions and Inner-Product Spaces.
Irwin W. Sandberg
2001Generalisation Improvement of Radial Basis Function Networks Based on Qualitative Input Conditioning for Financial Credit Risk Prediction.
Xavier Parra, Núria Agell, Xari Rovira
2001Generalization Performances of Perceptrons.
Gérald Gavin
2001Generalized Relevance LVQ for Time Series.
Marc Strickert, Thorsten Bojer, Barbara Hammer
2001Generation of Diversiform Characters Using a Computational Handwriting Model and a Genetic Algorithm.
Yasuhiro Wada, Kei Ohkawa, Keiichi Sumita
2001Hammerstein Model Identification Using Radial Basis Functions Neural Networks.
Hussain N. Al-Duwaish, Syed Saad Azhar Ali
2001Health Monitoring with Learning Methods.
Alexander Ypma, Co Melissant, Ole Baunbæk-Jensen, Robert P. W. Duin
2001Hierarchical Clustering of Document Archives with the Growing Hierarchical Self-Organizing Map.
Michael Dittenbach, Dieter Merkl, Andreas Rauber
2001Histogram Based Color Reduction through Self-Organized Neural Networks.
Antonios Atsalakis, Ioannis Andreadis, Nikos Papamarkos
2001Improvement of Cluster Detection and Labeling Neural Network by Introducing Elliptical Basis Function.
Christophe Lurette, Stéphane Lecoeuche
2001Incremental Support Vector Machine Learning: A Local Approach.
Liva Ralaivola, Florence d'Alché-Buc
2001Independent Variable Group Analysis.
Krista Lagus, Esa Alhoniemi, Harri Valpola
2001Information Maximization and Language Acquisition.
Ryotaro Kamimura, Taeko Kamimura
2001Initial Evolution Results on CAM-Brain Machines (CBMs).
Hugo de Garis, Andrzej Buller, Leo de Penning, Tomasz Chodakowski, Derek Decesare
2001Instance-Based Method to Extract Rules from Neural Networks.
DaeEun Kim, Jaeho Lee
2001Kernel Based Image Classification.
Olivier Teytaud, David Sarrut
2001Kernel Canonical Correlation Analysis and Least Squares Support Vector Machines.
Tony Van Gestel, Johan A. K. Suykens, Jos De Brabanter, Bart De Moor, Joos Vandewalle
2001Kinematic Control and Obstacle Avoidance for Redundant Manipulators Using a Recurrent Neural Network.
Wai Sum Tang, Cherry Miu Ling Lam, Jun Wang
2001Knowledge Incorporation and Rule Extraction in Neural Networks.
Minoru Fukumi, Yasue Mitsukura, Norio Akamatsu
2001Learning Curves for Gaussian Processes Models: Fluctuations and Universality.
Dörthe Malzahn, Manfred Opper
2001Learning and Prediction of the Nonlinear Dynamics of Biological Neurons with Support Vector Machines.
Thomas Frontzek, Thomas Navin Lal, Rolf Eckmiller
2001Learning for Text Summarization Using Labeled and Unlabeled Sentences.
Massih-Reza Amini, Patrick Gallinari
2001Learning from Chaos: A Model of Dynamical Perception.
Emmanuel Daucé
2001Learning on Graphs in the Game of Go.
Thore Graepel, Mike Goutrié, Marco Krüger, Ralf Herbrich
2001Learning to Learn Using Gradient Descent.
Sepp Hochreiter, A. Steven Younger, Peter R. Conwell
2001Learning to Predict the Leave-One-Out Error of Kernel Based Classifiers.
Koji Tsuda, Gunnar Rätsch, Sebastian Mika, Klaus-Robert Müller
2001Linear Dependency between epsilon and the Input Noise in epsilon-Support Vector Regression.
James T. Kwok
2001Mapping Correlation Matrix Memory Applications onto a Beowulf Cluster.
Michael Weeks, Jim Austin, Anthony Moulds, Aaron Turner, Zygmunt Ulanowski, Julian Young
2001Market-Based Reinforcement Learning in Partially Observable Worlds.
Ivo Kwee, Marcus Hutter, Jürgen Schmidhuber
2001Markov Chain Model Approximating the Hodgkin-Huxley Neuron.
Yuichi Sakumura, Norio Konno, Kazuyuki Aihara
2001Massively Parallel Classification of EEG Signals Using Min-Max Modular Neural Networks.
Bao-Liang Lu, Jonghan Shin, Michinori Ichikawa
2001Minimum-Entropy Data Clustering Using Reversible Jump Markov Chain Monte Carlo.
Stephen J. Roberts, Christopher C. Holmes, Dave Denison
2001Mixture of Probabilistic Factor Analysis Model and Its Applications.
Masahiro Tanaka
2001Mixtures of Independent Component Analysers.
Stephen J. Roberts, William D. Penny
2001Multi Joint Arm Trajectory Formation Based on the Minimization Principle Using the Euler-Poisson Equation.
Yasuhiro Wada, Yuichi Kaneko, Eri Nakano, Rieko Osu, Mitsuo Kawato
2001Multi-agent FX-Market Modeling Based on Cognitive Systems.
Hans-Georg Zimmermann, Ralph Neuneier, Ralph Grothmann
2001Multiclass Classification with Pairwise Coupled Neural Networks or Support Vector Machines.
Eddy Mayoraz
2001Neighborhood Preservation in Nonlinear Projection Methods: An Experimental Study.
Jarkko Venna, Samuel Kaski
2001Neocognitron of a New Version: Handwritten Digit Recognition.
Kunihiko Fukushima
2001Neural Adaptive Force Control for Compliant Robots.
Nadia Saadia, Yassine Amirat, Jean Pontnau, Amar Ramdane-Cherif
2001Neural Architecture for Mental Imaging of Sequences Based on Optical Flow Predictions.
Volker Stephan, Horst-Michael Gross
2001Neural Coding of Dynamic Stimuli.
Stefan D. Wilke
2001Neural Learning Invariant to Network Size Changes.
Vicente Ruiz de Angulo, Carme Torras
2001Neural Nets for Short Movements in Natural Language Processing.
Neill R. Taylor, John G. Taylor
2001Neural Network Analysis of Dynamic Contrast-Enhanced MRI Mammography.
Axel Wismüller, Oliver Lange, Dominik R. Dersch, Klaus Hahn, Gerda L. Leinsinger
2001Neural Network Based Blind Source Separation of Non-linear Mixtures.
Athanasios Koutras, Evangelos Dermatas, George K. Kokkinakis
2001Neural Networks Ensemble for Cyclosporine Concentration Monitoring.
Gustavo Camps-Valls, Emilio Soria-Olivas, José David Martín-Guerrero, Antonio J. Serrano-López, Juan José Pérez-Ruixo, N. Víctor Jiménez
2001Neural Networks for Adaptive Processing of Structured Data.
Alessandro Sperduti
2001Neural Networks in Circuit Simulators.
Alessio Plebe, Marcello A. Anile, Salvatore Rinaudo
2001Nonlinear Adaptive Beliefs and the Dynamics of Financial Markets: The Role of the Evolutionary Fitness Measure.
Andrea Gaunersdorfer, Cars H. Hommes
2001Nonlinear Feature Extraction Using Generalized Canonical Correlation Analysis.
Thomas Melzer, Michael Reiter, Horst Bischof
2001Nonlinear Signal Processing for Noise Reduction of Unaveraged Single Channel MEG Data.
Wei Lee Woon, David Lowe
2001On the Generalization Ability of Recurrent Networks.
Barbara Hammer
2001On-Line Error Detection of Annotated Corpus Using Modular Neural Networks.
Qing Ma, Bao-Liang Lu, Masaki Murata, Michinori Ichikawa, Hitoshi Isahara
2001On-Line Learning Methods for Gaussian Processes.
Shigeyuki Oba, Masa-aki Sato, Shin Ishii
2001Online Approximations for Wind-Field Models.
Lehel Csató, Dan Cornford, Manfred Opper
2001Online Symbolic-Sequence Prediction with Discrete-Time Recurrent Neural Networks.
Juan Antonio Pérez-Ortiz, Jorge Calera-Rubio, Mikel L. Forcada
2001Prediction Systems Based on FIR BP Neural Networks.
Stanislav Kaleta, Daniel Novotný, Peter Sincak
2001Product Positioning Using Principles from the Self-Organizing Map.
Christakis Charalambous, George C. Hadjinicola, Eitan Muller
2001Product Unit Neural Networks with Constant Depth and Superlinear VC Dimension.
Michael Schmitt
2001Qualitative Analysis of Continuous Complex-Valued Associative Memories.
Yasuaki Kuroe, Naoki Hashimoto, Takehiro Mori
2001Resonance of a Stochastic Spiking Neuron Mimicking the Hodgkin-Huxley Model.
Ken-ichi Amemori, Shin Ishii
2001Scalable Kernel Systems.
Volker Tresp, Anton Schwaighofer
2001Self Organized Partitioning of Chaotic Attractors for Control.
Nils Goerke, Florian Kintzler, Rolf Eckmiller
2001Self Organizing Map and Sammon Mapping for Asymmetric Proximities.
Manuel Martín-Merino, Alberto Muñoz
2001Self-Organization of Orientation Maps, Lateral Connections, and Dynamic Receptive Fields in the Primary Visual Cortex.
Cornelius Weber
2001Self-Organizing Topology Evolution of Turing Neural Networks.
Christof Teuscher, Eduardo Sanchez
2001Sequential Learning for SOM Associative Memory with Map Reconstruction.
Motonobu Hattori, Hiroya Arisumi, Hiroshi Ito
2001Sequential Strategy for Learning Multi-stage Multi-agent Collaborative Games.
W. Andy Wright
2001Single Trial Estimation of Evoked Potentials Using Gaussian Mixture Models with Integrated Noise Component.
Arthur Flexer, Herbert Bauer, Claus Lamm, Georg Dorffner
2001Sparse Kernel Regressors.
Volker Roth
2001Speculative Dynamics in a Heterogeneous-Agent Model.
Taisei Kaizoji
2001Spike and Burst Synchronization in a Detailed Cortical Network Model with I-F Neurons.
Baran Çürüklü, Anders Lansner
2001Symbolic Prosody Modeling by Causal Retro-causal NNs with Variable Context Length.
Achim F. Müller, Hans-Georg Zimmermann
2001Temporal Hebbian Learning in Rate-Coded Neural Networks: A Theoretical Approach towards Classical Conditioning.
Bernd Porr, Florentin Wörgötter
2001The Application of Fuzzy ARTMAP in the Detection of Computer Network Attacks.
James Cannady, Raymond C. Garcia
2001The Bayesian Committee Support Vector Machine.
Anton Schwaighofer, Volker Tresp
2001The Bias-Variance Dilemma of the Monte Carlo Method.
Mark Zlochin, Yoram Baram
2001The Complementary Brain (Abstract).
Stephen Grossberg
2001The Importance of Representing Cognitive Processes in Multi-agent Models.
Bruce Edmonds, Scott Moss
2001Tight Bounds on Rates of Neural-Network Approximation.
Vera Kurková, Marcello Sanguineti
2001Towards Learning Path Planning for Solving Complex Robot Tasks.
Thomas Frontzek, Thomas Navin Lal, Rolf Eckmiller
2001Transductive Learning: Learning Iris Data with Two Labeled Data.
Chun Hung Li, Pong Chi Yuen
2001Tunable Oscillatory Network for Visual Image Segmentation.
Margarita Kuzmina, Eduard A. Manykin, Irina Surina
2001Unsupervised Learning in LSTM Recurrent Neural Networks.
Magdalena Klapper-Rybicka, Nicol N. Schraudolph, Jürgen Schmidhuber
2001Using Depressing Synapses for Phase Locked Auditory Onset Detection.
Leslie S. Smith
2001Using Directional Curvatures to Visualize Folding Patterns of the GTM Projection Manifolds.
Peter Tiño, Ian T. Nabney, Yi Sun
2001Using Document Features to Optimize Web Cache.
Timo Koskela, Jukka Heikkonen, Kimmo Kaski
2001Using Maximal Recurrence in Linear Threshold Competitive Layer Networks.
Heiko Wersing, Helge J. Ritter
2001Video Sequence Boundary Detection Using Neural Gas Networks.
Xiang Cao, Ponnuthurai N. Suganthan
2001Visual Checking of Grasping Positions of a Three-Fingered Robot Hand.
Gunther Heidemann, Helge J. Ritter
2001Voting-Merging: An Ensemble Method for Clustering.
Evgenia Dimitriadou, Andreas Weingessel, Kurt Hornik
2001Weight Quantization for Multi-layer Perceptrons Using Soft Weight Sharing.
Fatih Köksal, Ethem Alpaydin, Günhan Dündar