Jul 10, 2008 · The paper presents the stability and chaotic dynamical behavior of a class of ICA learning algorithms with constant learning rates. Some ...
Abstract Independent component analysis (ICA) neural networks can estimate indepen- dent components from the mixed signal. The dynamical behavior of the ...
The dynamical behavior of the learning algorithms for ICA neural networks is crucial to effectively apply these networks to practical applications. The paper ...
This paper introduces the chaos control of a class of ICA learning algorithm, Hyvarinen and Oja's ICA namely, and the stability transformation method(STM) of ...
Authors: Lv, J.C. · Tan, K.K. · Yi, Z. Huang, S. Keywords: Bifurcation and chaos. Dynamical behavior. Independent component analysis
The stability and chaos of an ICA algorithm are investigated by analyzing the corresponding deterministic discrete time (DDT) system.
Stability and Chaos of a Class of Learning Algorithms for ICA Neural Networks · Computer Science, Mathematics. Neural Processing Letters · 2008.
LMSER PCA algorithm is a principal components analysis algorithm. It is used to extract principal components on-line from input data. The algorithm has both ...
Stability and Chaos of a Class of Learning Algorithms for ICA Neural Networks ; 作者：Jian Cheng Lv, Kok Kiong Tan, Zhang Yi, Sunan Huang ; 论文关键词： ...
The algorithm has both stability and chaotic dynamic behavior under some conditions. This paper studies the local stability of the LMSER PCA algorithm via a ...
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