Search results for "FastICA"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
169	Kuo-Kai Shyu, Ming-Huan Lee, Yu-Te Wu, Po-Lei Lee	Implementation of Pipelined FastICA on FPGA for Real-Time Blind Source Separation.	IEEE Trans. Neural Networks	2008	DBLP DOI BibTeX RDF
154	Hao Shen 0002, Martin Kleinsteuber, Knut Hüper	Local Convergence Analysis of FastICA and Related Algorithms.	IEEE Trans. Neural Networks	2008	DBLP DOI BibTeX RDF
103	Bin Wang, Wenkai Lu	An In-depth Comparasion on FastICA, CuBICA and IC-FastICA.	ICNC (2)	2005	DBLP DOI BibTeX RDF
102	Benny Sallberg, Nedelko Grbic, Ingvar Claesson	Complex-Valued Independent Component Analysis for Online Blind Speech Extraction.	IEEE Trans. Speech Audio Process.	2008	DBLP DOI BibTeX RDF
95	Gang Wang, Xin Xu, Dewen Hu	Self-adaptive FastICA Based on Generalized Gaussian Model.	ISNN (1)	2005	DBLP DOI BibTeX RDF
81	Zbynek Koldovský, Petr Tichavský, Erkki Oja	Efficient Variant of Algorithm FastICA for Independent Component Analysis Attaining the CramÉr-Rao Lower Bound.	IEEE Trans. Neural Networks	2006	DBLP DOI BibTeX RDF
79	Scott C. Douglas, Jih-Cheng Chao	Simple, Robust, and Memory-Efficient FastICA Algorithms Using the Huber M-Estimator Cost Function.	J. VLSI Signal Process.	2007	DBLP DOI BibTeX RDF	Huber M-estimator, FastICA algorithm, ill-conditioned signal mixtures, kurtosis-based contrasts, non-Gaussian source distributions, Gaussian noise
66	Jih-Cheng Chao, Scott C. Douglas	A Robust Complex FastICA Algorithm Using the Huber M-Estimator Cost Function.	ICA	2007	DBLP DOI BibTeX RDF
66	Vicente Zarzoso, Pierre Comon	Comparative Speed Analysis of FastICA.	ICA	2007	DBLP DOI BibTeX RDF
66	Sabrina Gaito, Giuliano Grossi	Speeding Up FastICA by Mixture Random Pruning.	ICA	2007	DBLP DOI BibTeX RDF
66	Scott C. Douglas	Relationships Between the FastICA Algorithm and the Rayleigh Quotient Iteration.	ICA	2006	DBLP DOI BibTeX RDF
66	Gang Wang, Xin Xu, Dewen Hu	Global Convergence of FastICA: Theoretical Analysis and Practical Considerations.	ICNC (1)	2005	DBLP DOI BibTeX RDF
58	N. Gadhok, Witold Kinsner	Robust independent component analysis for cognitive informatics.	IEEE ICCI	2005	DBLP DOI BibTeX RDF
52	Mike Novey, Tülay Adali	On Extending the Complex FastICA Algorithm to Noncircular Sources.	IEEE Trans. Signal Process.	2008	DBLP DOI BibTeX RDF
52	Jih-Cheng Chao, Scott C. Douglas	Using piecewise linear nonlinearities in the natural gradient and FastICA algorithms for blind source separation.	ICASSP	2008	DBLP DOI BibTeX RDF
52	Doru Constantin, Luminita State	A Version of the FastICA Algorithm Based on the Secant Method Combined with Simple Iterations Method.	ICISP	2008	DBLP DOI BibTeX RDF	Independent Component Analysis, Blind Source Separation, Numerical Method
52	Petr Tichavský, Zbynek Koldovský, Erkki Oja	Performance analysis of the FastICA algorithm and Cramér-rao bounds for linear independent component analysis.	IEEE Trans. Signal Process.	2006	DBLP DOI BibTeX RDF
52	Erkki Oja, Zhijian Yuan	The FastICA Algorithm Revisited: Convergence Analysis.	IEEE Trans. Neural Networks	2006	DBLP DOI BibTeX RDF
52	Scott C. Douglas, Zhijian Yuan, Erkki Oja	Average Convergence Behavior of the FastICA Algorithm for Blind Source Separation.	ICA	2006	DBLP DOI BibTeX RDF
52	Hao Shen, Knut Hüper	Local Convergence Analysis of FastICA.	ICA	2006	DBLP DOI BibTeX RDF
52	Kuo-Kai Shyu, Ming-Huan Li	FPGA Implementation of FastICA based on Floating-Point Arithmetic Design for Real-Time Blind Source Separation.	IJCNN	2006	DBLP DOI BibTeX RDF
52	Gang Wang, Dewen Hu	The Existence of Spurious Equilibrium in FastICA.	ISNN (1)	2004	DBLP DOI BibTeX RDF
50	Yang Liu, Ming Zhang, Longbin Jiang	Blind Source Separation Based on FastICA.	HIS (2)	2009	DBLP DOI BibTeX RDF	FastICA, ICA, BSS
45	Swati Bhardwaj, Shashank Raghuraman, Amit Acharyya	Simplex FastICA: An Accelerated and Low Complex Architecture Design Methodology for $n$ D FastICA.	IEEE Trans. Very Large Scale Integr. Syst.	2019	DBLP DOI BibTeX RDF
45	Nima Reyhani, Jarkko Ylipaavalniemi, Ricardo Vigário, Erkki Oja	Consistency and asymptotic normality of FastICA and bootstrap FastICA.	Signal Process.	2012	DBLP DOI BibTeX RDF
44	Johan Thomas, Yannick Deville, Shahram Hosseini	Differential Fast Fixed-Point Algorithms for Underdetermined Instantaneous and Convolutive Partial Blind Source Separation.	IEEE Trans. Signal Process.	2007	DBLP DOI BibTeX RDF
44	Yi-qiong Xu, Bi-cheng Li, Bo Wang	Fast Independent Component Analysis for Face Feature Extraction.	ISNN (1)	2005	DBLP DOI BibTeX RDF
44	Ting Li 0002, Tianshuang Qiu, Xuxiu Zhang, Anqing Zhang, Wenhong Liu	A Method for Fast Estimation of Evoked Potentials Based on Independent Component Analysis.	ISNN (2)	2004	DBLP DOI BibTeX RDF
42	Scott C. Douglas	Application of Two Time-Domain Convolutive Blind Source Separation Algorithms to the 2008 Signal Separation Evaluation Campaign (SiSEC) Data.	ICA	2009	DBLP DOI BibTeX RDF	Convolutive blind source separation, FastICA, speech separation, natural gradient
42	Hariton Korizis, Nikolaos Mitianoudis, Anthony G. Constantinides	Compact Representations of Market Securities Using Smooth Component Extraction.	ICA	2007	DBLP DOI BibTeX RDF	SmoothICA, FastICA, market securities, Independent Component Analysis, Finance
42	András Kocsor, János Csirik	Fast Independent Component Analysis in Kernel Feature Spaces.	SOFSEM	2001	DBLP DOI BibTeX RDF	FastICA, phoneme classification, feature extraction, Independent Component Analysis, kernel methods
37	Petr Tichavský, Zbynek Koldovský, Erkki Oja	Corrections to "Performance Analysis of the FastICA Algorithm and CramÉr-Rao Bounds for Linear Independent Component Analysis".	IEEE Trans. Signal Process.	2008	DBLP DOI BibTeX RDF
37	Mike Novey, Tülay Adali	On quantifying the effects of noncircularity on the complex fastica algorithm.	ICASSP	2008	DBLP DOI BibTeX RDF
37	Md. Nurul Haque Mollah, Shinto Eguchi, Mihoko Minami	Robust Prewhitening for ICA by Minimizing beta-Divergence and Its Application to FastICA.	Neural Process. Lett.	2007	DBLP DOI BibTeX RDF	?-prewhitening, adaptive selection, one standard error, robustness, independent component analysis
37	Scott C. Douglas, Malay Gupta, Hiroshi Sawada, Shoji Makino	Spatio-Temporal FastICA Algorithms for the Blind Separation of Convolutive Mixtures.	IEEE Trans. Speech Audio Process.	2007	DBLP DOI BibTeX RDF
37	Hao Shen, Knut Hüper	On the Relationships Between Power Iteration, Inverse Iteration and FastICA.	ICA	2007	DBLP DOI BibTeX RDF
37	Zhijian Yuan, Erkki Oja	A FastICA Algorithm for Non-negative Independent Component Analysis.	ICA	2004	DBLP DOI BibTeX RDF
29	Doru Constantin	Cebysev Coefficients - Based Algorithm for Estimating the ICA Model.	ICA	2009	DBLP DOI BibTeX RDF	Independent Component Analysis, Blind Source Separation, Numerical Methods
29	Zbynek Koldovský, Petr Tichavský	Blind Instantaneous Noisy Mixture Separation with Best Interference-Plus-Noise Rejection.	ICA	2007	DBLP DOI BibTeX RDF
29	Yannick Deville, Johanna Chappuis, Shahram Hosseini, Johan Thomas	Differential Fast Fixed-Point BSS for Underdetermined Linear Instantaneous Mixtures.	ICA	2006	DBLP DOI BibTeX RDF
29	Hongtao Du, Hairong Qi 0001, Xiaoling Wang	A Parallel Independent Component Analysis Algorithm.	ICPADS (1)	2006	DBLP DOI BibTeX RDF
29	Yi-qiong Xu, Bi-cheng Li, Bo Wang	Face Recognition by Fast Independent Component Analysis and Genetic Algorithm.	CIT	2004	DBLP DOI BibTeX RDF
27	Yunnong Zhang, Zhenya He	Blind Image Restoration Using Ica-Like Algorithm.	ICME	2001	DBLP DOI BibTeX RDF	Blind image restoration, sparse code shrinkage, ICA algorithm and FastICA algorithm
22	Haowen Zhao, Xu Zhang 0002, Maoqi Chen, Ping Zhou 0002	Adaptive Online Decomposition of Surface EMG Using Progressive FastICA Peel-Off.	IEEE Trans. Biomed. Eng.	2024	DBLP DOI BibTeX RDF
22	Haowen Zhao, Xu Zhang 0002, Maoqi Chen, Ping Zhou 0002	Online Decomposition of Surface Electromyogram Into Individual Motor Unit Activities Using Progressive FastICA Peel-Off.	IEEE Trans. Biomed. Eng.	2024	DBLP DOI BibTeX RDF
22	Jiuqiang Yang, Niantian Lin, Kai Zhang, Chao Fu, Gaoping Tian	Gas-Bearing Prediction Using a Hybrid Method Based on a Combination of PCA-FastICA and CNN With the Attention Mechanism.	IEEE Trans. Geosci. Remote. Sens.	2023	DBLP DOI BibTeX RDF
22	Pengfei Wan, Guisheng Liao, Jingwei Xu 0002, Xiaolong Fu	SMSP Mainlobe Jamming Suppression with FDA-MIMO Radar Based on FastICA Algorithm.	Sensors	2023	DBLP DOI BibTeX RDF
22	Qiang Liu, Jianxin Zhu	Low-Frequency Structure-Borne Noise Identification Based on FastICA-WPA Algorithm.	ICARM	2023	DBLP DOI BibTeX RDF
22	Hongzhe Liu, Qikun Zhang, Cheng Xu 0005, Zhao Ye	A novel FastICA algorithm based on improved secant method for Intelligent drive.	J. Intell. Fuzzy Syst.	2021	DBLP DOI BibTeX RDF
22	Muhammad Sajjad, Mohd Zuki Yusoff, Norashikin Yahya, Ali Shahbaz Haider	An Efficient VLSI Architecture for FastICA by Using the Algebraic Jacobi Method for EVD.	IEEE Access	2021	DBLP DOI BibTeX RDF
22	Jun Liu 0024, Hang Song, Huiwen Sun, Hongyan Zhao	High-Precision Identification of Power Quality Disturbances Under Strong Noise Environment Based on FastICA and Random Forest.	IEEE Trans. Ind. Informatics	2021	DBLP DOI BibTeX RDF
22	Jianwei E, Jimin Ye, Lulu He, Hai-Hong Jin	Performance analysis for complex-valued FastICA and its improvement based on the Tukey M-estimator.	Digit. Signal Process.	2021	DBLP DOI BibTeX RDF
22	Yunpeng Li	Modifications of FastICA in Convolutive Blind Source Separation.	CoRR	2021	DBLP BibTeX RDF
22	Elena Issoglio, Paul Smith, Jochen Voss	On the estimation of entropy in the FastICA algorithm.	J. Multivar. Anal.	2021	DBLP DOI BibTeX RDF
22	Haonan Chen, Xianda Liu, Tianyu Wang, Xuejing Zhang	Research on Intrusion Detection of Industrial Control System Based on FastICA-SVM Method.	ICAIS (1)	2021	DBLP DOI BibTeX RDF
22	Lan-Da Van, Tao-Jung Wang, Sing-Jia Tzeng, Tzyy-Ping Jung	A Computation-Aware TPL Utilization Procedure for Parallelizing the FastICA Algorithm on a Multi-Core CPU.	MCSoC	2021	DBLP DOI BibTeX RDF
22	Lei Li, Wenzhuo Huang, Yinghui Zhao	Method Based On Improved FastICA-LSM For Harmonic Detection In Power System.	IECC	2021	DBLP DOI BibTeX RDF
22	Bin Liu 0033, Zhongli Zhou, Qilin Dai, Wei Tong	FastICA and total variation algorithm for geochemical anomaly extraction.	Earth Sci. Informatics	2020	DBLP DOI BibTeX RDF
22	Xiyuan Chen, Wei Zhang, Shilian Wang	Blind Source Separation Anti-jamming Technology Based on Pade-FastICA Algorithm.	ICCT	2020	DBLP DOI BibTeX RDF
22	Jiacheng Dong, Wenhai Zhou	Research on the Improved FastICA Blind Signal Separation Algorithm.	ICCT	2020	DBLP DOI BibTeX RDF
22	Dongmei Zhou, Shi Qiu, Jiahai Tan, Xiaofeng Li, Chen Chen	Research on Applications of FastICA Algorithm in the Detection of Dangerous Liquids.	Int. J. Pattern Recognit. Artif. Intell.	2019	DBLP DOI BibTeX RDF
22	Lan-Da Van, Tsung-Che Lu, Tzyy-Ping Jung, Jo-Fu Wang	Hardware-oriented Memory-limited Online Fastica Algorithm and Hardware Architecture for Signal Separation.	ICASSP	2019	DBLP DOI BibTeX RDF
22	Yu Zhang, Wenwen Li, Zheng Dou	Performance Analysis of Overlapping Space-Based ADS-B Signal Separation Based on FastICA.	GLOBECOM Workshops	2019	DBLP DOI BibTeX RDF
22	G. Benko, Zoltan Juhasz	GPU implementation of the FastICA algorithm.	MIPRO	2019	DBLP DOI BibTeX RDF
22	Hongyi Li, Wei Lin, Di Zhao 0001	A Single-channel BSS Method Based on ICEEMDAN and FastICA and Its Application in EMI Analysis.	ICCSE	2019	DBLP DOI BibTeX RDF
22	Stefan Kanan, Marjan Gusev, Vladimir Zdraveski	A GPU Implementation of FastICA in Audio Applications for Small Number of Components.	BCI	2019	DBLP DOI BibTeX RDF
22	Jari Miettinen, Klaus Nordhausen, Sara Taskinen	fICA: FastICA Algorithms and Their Improved Variants.	R J.	2018	DBLP DOI BibTeX RDF
22	Xin Meng, Liuyi Yang, Ping Xie, Jianfu Teng	An Improved FastICA Algorithm Based on Modified-M Estimate Function.	Circuits Syst. Signal Process.	2018	DBLP DOI BibTeX RDF
22	Ahmed Aldhahab, Wasfy B. Mikhael	Face Recognition Employing DMWT Followed by FastICA.	Circuits Syst. Signal Process.	2018	DBLP DOI BibTeX RDF
22	Li Yuan 0005, Zhuhuang Zhou, Yanchao Yuan, Shuicai Wu	An Improved FastICA Method for Fetal ECG Extraction.	Comput. Math. Methods Medicine	2018	DBLP DOI BibTeX RDF
22	Maoqi Chen, Xu Zhang 0002, Zhiyuan Lu, Xiaoyan Li, Ping Zhou 0002	Two-Source Validation of Progressive FastICA Peel-Off for Automatic Surface EMG Decomposition in Human First Dorsal Interosseous Muscle.	Int. J. Neural Syst.	2018	DBLP DOI BibTeX RDF
22	Paul Smith, Jochen Voss, Elena Issoglio	On the Estimation of Entropy in the FastICA Algorithm.	CoRR	2018	DBLP BibTeX RDF
22	Swati Bhardwaj, Shashank Raghuraman, Bhagyaraja Adapa, Amit Acharyya	Vector Cross Product and Coordinate Rotation Based nD Hybrid FastICA.	J. Low Power Electron.	2018	DBLP DOI BibTeX RDF
22	Enrique San Juan, Ismael Soto, Pablo Adasme, Lucio Cañete, Fabián Seguel, William Gutierrez, Carlos Melendez, Ali Dehghan Firoozabadi	Comparison between FastICA and InfoMax for the blind separation of audio signals.	CSNDSP	2018	DBLP DOI BibTeX RDF
22	Norsalina Hassan, Dzati Athiar Ramli	A Comparative Study of Blind Source Separation for Bioacoustics Sounds based on FastICA, PCA and NMF.	KES	2018	DBLP DOI BibTeX RDF
22	Wenpo Yao, Min Wu, Jun Wang 0031	RobustICA, Kurtosis- and Negentropy-Based FastICA in Maternal-Fetal ECG Separation.	CISP-BMEI	2018	DBLP DOI BibTeX RDF
22	Afef Abidi, Ibtihel Nouira, Mohamed Hedi Bedoui	Parallel Implementation on GPU for EEG Artifact Rejection by Combining FastICA and TQWT.	AICCSA	2018	DBLP DOI BibTeX RDF
22	Tianwen Wei	A study of the fixed points and spurious solutions of the deflation-based FastICA algorithm.	Neural Comput. Appl.	2017	DBLP DOI BibTeX RDF
22	Xiu-Juan Pu, Liang Han, Qian Liu, An-Yan Jiang	FECG Extraction Based on Least Square Support Vector Machine Combined with FastICA.	J. Inf. Sci. Eng.	2017	DBLP BibTeX RDF
22	Jari Miettinen, Klaus Nordhausen, Hannu Oja, Sara Taskinen, Joni Virta	The squared symmetric FastICA estimator.	Signal Process.	2017	DBLP DOI BibTeX RDF
22	Shahab Basiri, Esa Ollila, Visa Koivunen	Alternative Derivation of FastICA With Novel Power Iteration Algorithm.	IEEE Signal Process. Lett.	2017	DBLP DOI BibTeX RDF
22	Lihui Pang, Bin Tang	Wavelet-FastICA-based separation method for single-channel and time-frequency overlapped signal in electromagnetic surveillance.	Int. J. Inf. Commun. Technol.	2017	DBLP DOI BibTeX RDF
22	N. Saideep, Dhanesh G. Kurup, Shikha Tripathi	Detection of closely spaced sinusoids in noise using fastica algorithm.	ICACCI	2017	DBLP DOI BibTeX RDF
22	Swati Bhardwaj, Shashank Raghuraman, Amit Acharyya	Low complexity hardware accelerator for nD FastICA based on coordinate rotation.	SiPS	2017	DBLP DOI BibTeX RDF
22	Swati Bhardwaj, Shashank Raghuraman, Amit Acharyya	Coordinate rotation and vector cross product based hardware accelerator for nD FastICA.	ECCTD	2017	DBLP DOI BibTeX RDF
22	Joni Virta, Klaus Nordhausen	On the Optimal Non-linearities for Gaussian Mixtures in FastICA.	LVA/ICA	2017	DBLP DOI BibTeX RDF
22	Riwei Luan, Guangrui Wen, Ruxin Zhang, Zheng Chen, Zhifen Zhang	Porosity defect detection based on FastICA-RBF during pulsed TIG welding process.	CASE	2017	DBLP DOI BibTeX RDF
22	Peng Zan, Yankai Liu, Suqin Zhang, Chundong Zhang, Hua Wang, Zhiyuan Gao	Research of Rectal Pressure Signal Preprocessing Based on Improved FastICA Algorithm.	LSMS/ICSEE (1)	2017	DBLP DOI BibTeX RDF
22	Guobing Qian, Ping Wei 0002, Hongshu Liao	Efficient Variant of Noncircular Complex FastICA Algorithm for the Blind Source Separation of Digital Communication Signals.	Circuits Syst. Signal Process.	2016	DBLP DOI BibTeX RDF
22	Lan-Da Van, Po-Yen Huang, Tsung-Che Lu	Cost-Effective and Variable-Channel FastICA Hardware Architecture and Implementation for EEG Signal Processing.	J. Signal Process. Syst.	2016	DBLP DOI BibTeX RDF
22	Guobing Qian, Liping Li, Hongshu Liao	Performance Analysis of the nc-FastICA Algorithm.	Circuits Syst. Signal Process.	2015	DBLP DOI BibTeX RDF
22	Chia-Hsiang Yang, Yi-Hsin Shih, Herming Chiueh	An 81.6 µW FastICA Processor for Epileptic Seizure Detection.	IEEE Trans. Biomed. Circuits Syst.	2015	DBLP DOI BibTeX RDF
22	Tianwen Wei	An Overview of the Asymptotic Performance of the Family of the FastICA Algorithms.	CoRR	2015	DBLP BibTeX RDF
22	Tianwen Wei	A Convergence and Asymptotic Analysis of the Generalized Symmetric FastICA Algorithm.	IEEE Trans. Signal Process.	2015	DBLP DOI BibTeX RDF
22	Al Laith Taha, Luay Yassin Taha, Esam Abdel-Raheem	FastICA architecture utilizing FPGA and iterative symmetric orthogonalization for multivariate signals.	ISSPIT	2015	DBLP DOI BibTeX RDF
22	Tianwen Wei	An Overview of the Asymptotic Performance of the Family of the FastICA Algorithms.	LVA/ICA	2015	DBLP DOI BibTeX RDF
22	Xuansen He, Tao Zhu	ICA of Noisy Music Audio Mixtures Based on Iterative Shrinkage Denoising and FastICA Using Rational Nonlinearities.	Circuits Syst. Signal Process.	2014	DBLP DOI BibTeX RDF
22	Guobing Qian, Liping Li, Minggang Luo	On the Blind Channel Identifiability of MIMO-STBC Systems Using Noncircular Complex FastICA Algorithm.	Circuits Syst. Signal Process.	2014	DBLP DOI BibTeX RDF
22	Jari Miettinen, Klaus Nordhausen, Hannu Oja, Sara Taskinen	Deflation-Based FastICA With Adaptive Choices of Nonlinearities.	IEEE Trans. Signal Process.	2014	DBLP DOI BibTeX RDF
22	Zongli Ruan, Liping Li, Guobing Qian	On extending the complex FastICA algorithms to noisy data.	Neural Networks	2014	DBLP DOI BibTeX RDF