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PRL
2006
103views more  PRL 2006»
15 years 6 months ago
Comparison of extrasystolic ECG signal classifiers using discrete wavelet transforms
This work compares and contrasts results of classifying time-domain ECG signals with pathological conditions taken from the MIT
Tom Froese, Sillas Hadjiloucas, Roberto Kawakami H...
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TNN
2008
95views more  TNN 2008»
15 years 6 months ago
A Constrained Optimization Approach to Preserving Prior Knowledge During Incremental Training
In this paper, a supervised neural network training technique based on constrained optimization is developed for preserving prior knowledge of an input
Silvia Ferrari, Mark Jensenius
NN
2000
Springer
123views Neural Networks» more  NN 2000»
15 years 6 months ago
Local minima and plateaus in hierarchical structures of multilayer perceptrons
Local minima and plateaus pose a serious problem in learning of neural networks. We investigate the hierarchical geometric structure of the parameter space of three-layer perceptr...
Kenji Fukumizu, Shun-ichi Amari
NN
2000
Springer
177views Neural Networks» more  NN 2000»
15 years 6 months ago
Independent component analysis: algorithms and applications
A fundamental problem in neural network research, as well as in many other disciplines, is finding a suitable representation of multivariate data, i.e. random vectors. For reasons...
Aapo Hyvärinen, Erkki Oja
IAJIT
2010
99views more  IAJIT 2010»
15 years 5 months ago
Hybrid computing algorithm in representing solid model
: This paper presents an algorithm, which is a hybrid-computing algorithm in representing solid model. The proposed algorithm contains two steps namely reconstruction and represent...
Muhammad Matondang, Habibollah Haron