Search Results - fast fixed-point algorithm for independent component analysis (FastICA)

A Fetal ECG Monitoring System Based on the Android Smartphone by Yuan, Li, Yuan, Yanchao, Zhou, Zhuhuang, Bai, Yanping, Wu, Shuicai

“… The app integrated the fast fixed-point algorithm for independent component analysis (FastICA) and the sample entropy algorithm, for the sake of real-time extraction of fetal ECG signals from the maternal abdominal ECG signals…”
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An Improved FastICA Method for Fetal ECG Extraction by Wu, Shuicai, Yuan, Yanchao, Zhou, Zhuhuang, Yuan, Li

“…Objective. The fast fixed-point algorithm for independent component analysis (FastICA) has been widely used in fetal electrocardiogram…”
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Palmprint recognition using FastICA algorithm and radial basis probabilistic neural network by Shang, Li, Huang, De-Shuang, Du, Ji-Xiang, Zheng, Chun-Hou

“…). The Hong Kong Polytechnic University (PolyU) palmprint database, which is pre-processed by a fast fixed-point algorithm for independent component analysis (FastICA…”
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A Noise Removal Approach from EEG Recordings Based on Variational Autoencoders by Hwaidi, Jamal F., Chen, Thomas M.

“… Moreover, VAE has been compared with standard fast fixed-point algorithm for independent component analysis (FastICA…”
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An Improved Algorithm to Extract ERP Component for Brain-Computer Interfaces by Chen, Yaguang, Gao, Kefang

“…). A fast fixed-point algorithm for independent component analysis(FastICA), possesses the advantages of simply structure and fast computation…”
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Application of neural networks with novel independent component analysis methodologies to a Prussian blue modified glassy carbon electrode array by Wang, Liang, Yang, Die, Fang, Cheng, Chen, Zuliang, Lesniewski, Peter J., Mallavarapu, Megharaj, Naidu, Ravendra

“…) methods, the fast fixed-point algorithm for ICA (fastICA), was implemented by the genetic algorithm (geneticICA…”
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A Comparative Study of Blind Source Separation for Bioacoustics Sounds based on FastICA, PCA and NMF by Hassan, Norsalina, Ramli, Dzati Athiar

“… In this paper, three different source separation methods namely Fast Fixed-Point Independent Component Analysis algorithms (FastICA…”
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Performance analysis for complex-valued FastICA and its improvement based on the Tukey M-estimator by E, Jianwei, Ye, Jimin, He, Lulu, Jin, Haihong

“… Complex-valued FastICA, a fast fixed-point algorithm for ICA, is one of the most non-trivial algorithms for solving the ICA problems in the complex domain…”
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Comparative Assessment of BSS Techniques for Non-Invasive Extraction of Fetal ECG from Abdominal ECG Signal by Kaur, Prabhjot, Dewan, Lillie

“…), Blind Source Separation techniques (BSS) have been suggested in the present paper. The aim is to elucidate the performance of advised BSS algorithms- the Fast Fixed-Point for Independent Component Analysis (FastICA…”
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On extending the complex FastICA algorithms to noisy data by Ruan, Zongli, Li, Liping, Qian, Guobing

“…Independent component analysis (ICA) methods are widely applied to modern digital signal processing…”
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Performance Analysis of the nc-FastICA Algorithm by Qian, Guobing, Li, Liping, Liao, Hongshu

“…The noncircular complex Fast Independent Component Analysis (nc-FastICA) algorithm is one of the most popular algorithms for solving the ICA problems with circular and noncircular complex-valued data…”
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The FastICA Algorithm Revisited: Convergence Analysis by Oja, E., Zhijian Yuan

“…The fast independent component analysis (FastICA) algorithm is one of the most popular methods to solve problems in ICA and blind source separation…”
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Spatio-Temporal FastICA Algorithms for the Blind Separation of Convolutive Mixtures by Douglas, S.C., Gupta, M., Sawada, H., Makino, S.

“…This paper derives two spatio-temporal extensions of the well-known FastICA algorithm of Hyvarinen and Oja that are applicable to the convolutive blind source separation task…”
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On Extending the Complex FastICA Algorithm to Noncircular Sources by Novey, M., Adali, T.

“…The complex fast independent component analysis (c-FastICA) algorithm is one of the most ubiquitous methods for solving the ICA problems with complex-valued data…”
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An Efficient VLSI Architecture for FastICA by Using the Algebraic Jacobi Method for EVD by Sajjad, Muhammad, Yusoff, Mohd Zuki, Yahya, Norashikin, Haider, Ali Shahbaz

“…Blind source separation (BSS) is a problem that appears in many research fields. Fast Independent components analysis (FastICA…”
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Trajectory optimisation method by using independent component analysis for MIMO-OTHR target tracking by Luo, Yang, Zhao, Zhiqin

“… To deal with the interference of strong clutter in a multipath environment, a tracking trajectory optimisation method is proposed by applying the fast and robust fixed-point…”
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Application of neural networks with novel independent component analysis methodologies for the simultaneous determination of cadmium, copper, and lead using an ISE array by Wang, Liang, Yang, Die, Chen, Zuliang, Lesniewski, Peter J., Naidu, Ravi

“…The paper introduces a novel chemometric strategy based on independent component analysis (ICA…”
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Research of rectal dynamic function diagnosis based on FastICA-STFT by Zan, Peng, Liu, Yankai, Chang, Meihan

“…Aiming at the lack of signal preprocessing in current rectal signal research, a new 15th-order Newton iterative fast independent component analysis (FastICA…”
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Denoising natural images based on a modified sparse coding algorithm by Shang, Li

“… On the other hand, in order to improve the convergence speed, we use a determinative basis function, which is obtained by a fast fixed-point independent component analysis (FastICA…”
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FastICA peel-off for ECG interference removal from surface EMG by Chen, Maoqi, Zhang, Xu, Chen, Xiang, Zhu, Mingxing, Li, Guanglin, Zhou, Ping

“… Methods A novel fast independent component analysis (FastICA) based peel-off method is presented to remove ECG interference contaminating multi-channel surface EMG signals…”
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