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ORCID12. NNSP 2002: Martigny, Valais, Switzerland
- Proceedings of the 12th IEEE Workshop on Neural Networks for Signal Processing, NNSP 2002, Martigny, Valais, Switzerland, September 4-6, 2002. IEEE 2002
- Josef Kittler, Kieron Messer:
Fusion of multiple experts in multimodal biometric personal identity verification systems. 3-12 - Yoshua Bengio, Nicolas Chapados:
Metric-based model selection for time-series forecasting. 13-22 - Paolo Frasconi, Andrea Passerini
, Alessandro Vullo:
A two-stage SVM architecture for predicting the disulfide bonding state of cysteines. 25-34 - Lucio Andrade, Elias S. Manolakos:
Accurate estimation of the signal baseline in DNA chromatograms. 35-44 - C. G. Molina, James C. Mullikin:
A probabilistic approach for long read-length DNA sequence analysis. 45-56 - Snehasis Mukhopadhyay, Changhong Tang, Jeffrey Huang, Mulong Yu, Mathew J. Palakal:
A comparative study of genetic sequence classification algorithms. 57-66 - Robert F. Murphy, Meel Velliste, Gregory Porreca:
Robust classification of subcellular location patterns in fluorescence microscope images. 67-76 - Lucía Conde, Álvaro Mateos, Javier Herrero, Joaquín Dopazo:
Unsupervised reduction of the dimensionality followed by supervised learning with a perceptron improves the classification of conditions in DNA microarray gene expression data. 77-86 - Shigeo Abe:
Analysis of support vector machines. 89-98 - Kuniaki Yosui, T. Kurihara, K. Wada, T. Souma, Takashi Matsumoto:
Bayesian on-line learning: a sequential Monte Carlo with Rao-Blackwellization. 99-108 - Guilherme De A. Barreto, Aluízio F. R. Araújo:
Temporal associative memory and function approximation with the self-organizing map. 109-118 - Filip Deleus, Patrick A. De Mazière, Marc M. Van Hulle:
Functional connectivity modelling in fMRI based on causal networks. 119-128 - Vijanth S. Asirvadam, Seán F. McLoone, George W. Irwin:
Parallel and separable recursive Levenberg-Marquardt training algorithm. 129-138 - Justin C. Sanchez, Sung-Phil Kim, Deniz Erdogmus, Yadunandana N. Rao, José C. Príncipe, Johan Wessberg, Miguel A. L. Nicolelis:
Input-output mapping performance of linear and nonlinear models for estimating hand trajectories from cortical neuronal firing patterns. 139-148 - Abd-Krim Seghouane, Yassir Moudden, Gilles Fleury:
On learning feedforward neural networks with noise injection into inputs. 149-158 - Christian Dietrich, Friedhelm Schwenker, Günther Palm:
Decision templates for the classification of bioacoustic time series. 159-168 - Marc M. Van Hulle:
Kernel-based topographic map formation achieved with normalized Gaussian competition. 169-178 - Toshiaki Aida:
Scaling of a length scale for regression and prediction. 179-187 - Masahiro Kimura, Kazumi Saito, Naonori Ueda:
Modeling of growing networks with communities. 189-198 - Deniz Erdogmus, José C. Príncipe, Kenneth E. Hild II:
Do Hebbian synapses estimate entropy? 199-208 - Deniz Erdogmus, José C. Príncipe, Sung-Phil Kim, Justin C. Sanchez:
A recursive Renyi's entropy estimator. 209-217 - Deniz Erdogmus, Justin C. Sanchez, José C. Príncipe:
Modified Kalman filter based method for training state-recurrent multilayer perceptrons. 219-228 - Vlad Popovici, Jean-Philippe Thiran:
Pattern recognition using higher-order local autocorrelation coefficients. 229-238 - Zhenkun Gou, Colin Fyfe:
A robust canonical correlation neural network. 239-248 - Rocío Alaíz-Rodríguez, Jesús Cid-Sueiro:
Minimax strategies for training classifiers under unknown priors. 249-258 - Yadunandana N. Rao, José C. Príncipe:
Efficient total least squares method for system modeling using minor component analysis. 259-268 - Christos Boukis, Danilo P. Mandic, Anthony G. Constantinides:
A hierarchical feedforward adaptive filter for system identification. 269-278 - Woon Chong Siaw, Su Lee Goh, Andrew I. Hanna, Christos Boukis, Danilo P. Mandic:
Fully adaptive neural nonlinear FIR filters. 279-288 - Hong Ye, Zhiping Lin:
A stochastic method for minimizing functions with many minima. 289-296 - Fabio Aiolli, Alessandro Sperduti:
An efficient SMO-like algorithm for multiclass SVM. 297-306 - Vince D. Calhoun, Tülay Adali:
Complex infomax: convergence and approximation of infomax with complex nonlinearities. 307-316 - Nicola Neretti, Nathan Intrator:
An adaptive approach to wavelet filters design. 317-326 - Emilio Corchado, Jos Koetsier, Donald MacDonald, Colin Fyfe:
Classification and ICA using maximum likelihood Hebbian learning. 327-336 - Yankun Zhang, Chongqing Liu:
Face recognition using kernel principal component analysis and genetic algorithms. 337-343 - Shozo Sato, Taizo Umezaki:
A fingerprint segmentation method using a recurrent neural network. 345-354 - George D. C. Cavalcanti, Rodrigo C. Doria, Edson Costa de Barros Carvalho Filho:
Feature selection for off-line recognition of different size signatures. 355-364 - A. G. Ramakrishnan, S. Kumar Raja, H. V. Raghu Ram:
Neural network-based segmentation of textures using Gabor features. 365-374 - Norman Poh, Samy Bengio, Jerzy Korczak:
A multi-sample multi-source model for biometric authentication. 375-384 - Nathalie Guyader, Hervé Le Borgne, Jeanny Hérault, Anne Guérin-Dugué:
Towards the introduction of human perception in a natural scene classification system. 385-394 - Rodrigo Varejão Andreão, Bernadette Dorizzi, Paulo César Cortez, João Cesar Moura Mota:
Efficient ECG multi-level wavelet classification through neural network dimensionality reduction. 395-404 - A. Dolia:
Statistical descriptor of normality based on Hotelling's T2 statistic and mixture of Gaussians. 405-414 - Erik McDermott, Shigeru Katagiri:
Minimum classification error via a Parzen window based estimate of the theoretical Bayes classification risk. 415-424 - Roberto Gil-Pita, Pilar Jarabo Amores, Manuel Rosa-Zurera, Francisco López-Ferreras:
Improving neural classifiers for ATR using a kernel method for generating synthetic training sets. 425-434 - Ryo Mukai, Shoko Araki, Hiroshi Sawada, Shoji Makino:
Removal of residual crosstalk components in blind source separation using LMS filters. 435-444 - Robert Aichner, Shoko Araki, Shoji Makino, Tsuyoki Nishikawa, Hiroshi Saruwatari:
Time domain blind source separation of non-stationary convolved signals by utilizing geometric beamforming. 445-454 - Hossein Roufarshbaf, H. R. Amindavar:
High-speed voiceband QAM constellation classification in multipath environment. 455-464 - Hiroshi Sawada, Shoko Araki, Ryo Mukai, Shoji Makino:
Blind source separation with different sensor spacing and filter length for each frequency range. 465-474 - Mariko Aoki, Ken'ichi Furuya:
Real-time source separation based on sound localization in a reverberant environment. 475-484 - Hichem Snoussi, Ali Mohammad-Djafari:
MCMC joint separation and segmentation of hidden Markov fields. 485-494 - Tapani Ristaniemi, Karthikesh Raju, Juha Karhunen, Erkki Oja:
Jammer cancellation in DS-CDMA arrays: pre and post switching of ICA and RAKE. 495-504 - Radu Mutihac, Marc M. Van Hulle:
Neural network implementations of independent component analysis. 505-514 - Andrzej Cichocki, Tomasz M. Rutkowski, Krzysztof Siwek:
Blind signal extraction of signals with specified frequency band. 515-524 - Michel Haritopoulos, Hujun Yin, Nigel M. Allinson:
Self-organizing map applied to image denoising. 525-534 - Andrzej Cichocki, Pando G. Georgiev:
Blind identification problems with constraints. 535-544 - Scott C. Douglas:
Simple algorithms for decorrelation-based blind source separation. 545-554 - Patrik O. Hoyer:
Non-negative sparse coding. 557-565 - Salim Chitroub, Amrane Houacine, Boualem Sansal:
Unsupervised learning rules for POLSAR images analysis. 567-576 - Zhiming Zhang, Seung-Gi Chang, JeongHoon Park, Yongje Kim:
A new SOLPN-based rate control algorithm for MPEG video coding. 577-586 - Payman Moallem, Karim Faez:
Fast edge-based stereo matching algorithm based on search space reduction. 587-596 - T. Satonaka:
Biometric watermark authentication with multiple verification rule. 597-606 - B. Fasel:
Facial expression analysis using shape and motion information extracted by convolutional neural networks. 607-616 - Franco Mana, Roberto Gemello:
Linear input network for neural network automata model adaptation. 617-626 - Krista Lagus, Mikko Kurimo:
Language model adaptation in speech recognition using document maps. 627-636 - Todd A. Stephenson, Jaume Escofet, Mathew Magimai-Doss, Hervé Bourlard:
Dynamic Bayesian network based speech recognition with pitch and energy as auxiliary variables. 637-646 - Shajith Ikbal, Katrin Weber, Hervé Bourlard:
Speaker normalization using HMM2. 647-656 - Jörg Schreiter, Ulrich Ramacher, Arne Heittmann, D. Matolini, René Schüffny:
Analog implementation for networks of integrate-and-fire neurons with adaptive local connectivity. 657-666 - Salvatore Vitabile, Antonio Gentile, G. B. Dammone, Filippo Sorbello:
Multi-layer perceptron mapping on a SIMD architecture. 667-675 - Wei-Chen Chang, Alvin Wen-Yu Su:
A multi-channel recurrent network for synthesizing struck coupled-string musical instruments. 677-686 - Arthur Flexer, Georg Gruber, Georg Dorffner:
Improvements on continuous unsupervised sleep staging. 687-695 - Kosuke Hara, Takashi Omori, Reiko Ueno:
Detection of unusual human behavior in intelligent house. 697-706 - Akihito Sudou, Pitoyo Hartono, Ryo Saegusa, Shuji Hashimoto:
Signal reconstruction from sampled data using neural network. 707-715 - João-Batista Destro-Filho:
Local minima effects on the transient performance of non-linear blind equalizers. 717-726 - Anna Szymkowiak-Have, Jan Larsen, Lars Kai Hansen, Peter Alshede Philipsen, Elisabeth Thieden, Hans-Christian Wulf:
Clustering of Sun exposure measurements. 727-735 - Jiang-Yao Chen, Shun-Hsyung Chang, Shao-Wei Leu:
Adaptive BP neural network (ABPNN) based PN code acquisition system via recursive accumulator. 737-745 - Douglas Eck, Jürgen Schmidhuber:
Finding temporal structure in music: blues improvisation with LSTM recurrent networks. 747-756 - Thomas Kolenda, Lars Kai Hansen, Jan Larsen, Ole Winther:
Independent component analysis for understanding multimedia content. 757-766 - Thomas Schieder, Carsten Wilks, T. Rontzek, Rolf Eckmiller:
Towards a tunable tactile communication system: concept and first experiments. 767-776 - N. Gilardi, Samy Bengio, Mikhail F. Kanevski:
Conditional Gaussian mixture models for environmental risk mapping. 777-786
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