Search Results - "Algorithm FastICA"

Efficient variant of algorithm fastica for independent component analysis attaining the cramer-RAO lower bound

Authors: Petr Tichavsky Zbynek Koldovsky

Source: IEEE/SP 13th Workshop on Statistical Signal Processing, 2005. :1090-1095

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology

Access URL: https://ieeexplore.ieee.org/document/1628758/
http://si.utia.cas.cz/pubs/TNN.pdf
http://yadda.icm.edu.pl/yadda/element/bwmeta1.element.ieee-000001628758
http://bsp.teithe.gr/members/downloads/efica/references/sspOSFv6.pdf

Efficient Variant of Algorithm FastICA for Independent Component Analysis Attaining the CramÉr-Rao Lower Bound

Authors: Petr Tichavsky Zbynek Koldovsky Erkki Oja

Source: IEEE Transactions on Neural Networks. 17:1265-1277

Subject Terms: Principal Component Analysis, Models, Statistical, Artificial Intelligence, Data Interpretation, Statistical, 4. Education, 0202 electrical engineering, electronic engineering, information engineering, Computer Simulation, Signal Processing, Computer-Assisted, 02 engineering and technology, Computing Methodologies, Algorithms, Pattern Recognition, Automated

Access URL: https://pubmed.ncbi.nlm.nih.gov/17001986

EFFICIENT VARIANT OF ALGORITHM FASTICA FOR INDEPENDENT COMPONENT ANALYSIS ATTAINING THE CRAMÉR-RAO LOWER BOUND

Contributors: The Pennsylvania State University CiteSeerX Archives

Source: http://itakura.ite.tul.cz/zbynek/pubs/sspOSFv6.pdf.

File Description: application/pdf

Relation: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.329.9207; http://itakura.ite.tul.cz/zbynek/pubs/sspOSFv6.pdf

Availability: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.329.9207
http://itakura.ite.tul.cz/zbynek/pubs/sspOSFv6.pdf

1Efficient Variant of Algorithm FastICA for Independent Component Analysis Attaining the Cramér-Rao Lower Bound

Authors: Erkki Oja The Pennsylvania State University CiteSeerX Archives

Contributors: Erkki Oja The Pennsylvania State University CiteSeerX Archives

Source: http://itakura.ite.tul.cz/zbynek/pubs/TNN.pdf.

File Description: application/pdf

Relation: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.509.7091; http://itakura.ite.tul.cz/zbynek/pubs/TNN.pdf

Availability: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.509.7091
http://itakura.ite.tul.cz/zbynek/pubs/TNN.pdf

Efficient variant of algorithm fastica for independent component analysis attaining the cramer-RAO lower bound.

Authors: Koldovsky, Z. Tichavsky, P.

Source: IEEE/SP 13th Workshop on Statistical Signal Processing, 2005; 2005, p1090-1095, 6p

Efficient Variant of Algorithm FastICA for Independent Component Analysis Attaining the Cramér-Rao Lower Bound.

Authors: Koldovský, Zbynëk Tichavský, Petr Oja, Erkki

Source: IEEE Transactions on Neural Networks; Sep2006, Vol. 17 Issue 5, p1265-1277, 13p, 3 Black and White Photographs, 1 Diagram, 1 Chart, 10 Graphs

Subject Terms: ALGORITHMS, ARTIFICIAL neural networks, SIMULATION methods & models, SIGNAL separation, DISTRIBUTION (Probability theory), SIGNAL processing, COMPUTATIONAL complexity

A novel FastICA algorithm based on improved secant method for Intelligent drive.

Authors: Liu, Hongzhe Zhang, Qikun Xu, Cheng et al.

Source: Journal of Intelligent & Fuzzy Systems; 2021, Vol. 40 Issue 1, p165-178, 14p

Subject Terms: BLIND source separation, INDEPENDENT component analysis, SPEECH perception, SIGNAL-to-noise ratio, ALGORITHMS, STOCHASTIC convergence

A Stability Augmentation Method for Rigid‐Elastic Coupled Aeroservoelasticity Based on Constrained Component Analysis.

Authors: Wen, Daxin Jing, Zhiwei Wu, Zhigang et al.

Source: International Journal of Aerospace Engineering; 11/22/2025, Vol. 2025, p1-25, 25p

Subject Terms: AEROELASTICITY, FLIGHT control systems, PERTURBATION theory, SIGNAL processing, SIGNAL filtering, STIFFNESS (Mechanics)

基于FastlCA的低信噪比雷达信号分选算法. (Chinese)

Alternate Title: Low Signal to Noise Ratio Radar Signal Sorting Algorithm Based on FastICA. (English)

Authors: 王　彬 高　冰 谷沛尚 et al.

Source: Journal of Northeastern University (Natural Science); Nov2019, Vol. 40 Issue 11, p1555-1560, 6p

Subject Terms: BLIND source separation, INDEPENDENT component analysis, RADAR, ALGORITHMS

TSeq-GAN: a generalized and robust blind source separation framework for AIS signals of unmanned surface vehicles.

Authors: Zhao, Jiansen Peng, You Han, Bing et al.

Source: Frontiers in Marine Science; 2025, p1-16, 16p

Subject Terms: BLIND source separation, GENERATIVE adversarial networks, SIGNAL reconstruction, AUTONOMOUS vehicles, MULTI-objective optimization, SIGNAL processing

Electroencephalogram-Based Multi-Class Driver Fatigue Detection using Power Spectral Density and Lightweight Convolutional Neural Networks.

Authors: Suprihatiningsih, Wiwit Romahadi, Dedik Feleke, Aberham Genetu

Source: Journal of Engineering & Technological Sciences; Aug2025, Vol. 57 Issue 4, p445-457, 13p

Subject Terms: ELECTROENCEPHALOGRAPHY, POWER spectra, CONVOLUTIONAL neural networks, SIGNAL processing, MACHINE learning, DROWSINESS, SCIENTIFIC computing, TRAFFIC safety

AI empowered data offloading in MEC enabled UAV networks.

Authors: Maatouk, Nesrine Letaifa, Asma Ben Rachedi, Abderrezak

Source: Multimedia Tools & Applications; Jun2025, Vol. 84 Issue 19, p21017-21053, 37p

Subject Terms: DRONE aircraft, ARTIFICIAL intelligence, MOBILE computing, NETWORK performance, DATA transmission systems, EDGE computing

A Robust rPPG Approach for Continuous Heart Rate Measurement Based on Face.

Authors: Karmuse, Sachin M. Kakhandki, Arun L. Anandhalli, Mallikarjun

Source: Journal of the Institution of Engineers (India): Series B; Jun2025, Vol. 106 Issue 3, p849-860, 12p

Operation modal analysis following fast independent component analysis.

Authors: Cheng Wang Jianying Wang Xiongming Lai et al.

Source: International Journal of Applied Electromagnetics & Mechanics; 2016, Vol. 52 Issue 1-2, p103-111, 9p

Subject Terms: MODAL analysis, INDEPENDENT component analysis, ENTROPY, ITERATIVE methods (Mathematics), VIBRATION (Mechanics)

Extracting Fetal Electrocardiogram based on a modified fast independent component analysis.

Authors: Xu, Binfeng Jin, Haoyu Tan, Xin et al.

Source: 2012 9th International Conference on Fuzzy Systems & Knowledge Discovery; 1/ 1/2012, p1787-1791, 5p

Statistical Analysis of Sample-Size Effects in ICA.

Authors: Hutchison, David Kanade, Takeo Kittler, Josef et al.

Source: Intelligent Data Engineering & Automated Learning - IDEAL 2007; 2007, p416-425, 10p

Blind Instantaneous Noisy Mixture Separation with Best Interference-Plus-Noise Rejection.

Authors: Hutchison, David Kanade, Takeo Kittler, Josef et al.

Source: Independent Component Analysis & Signal Separation; 2007, p730-737, 8p

Correlative microscopy and monitoring of segregation processes in optoelectronic semiconductor materials and devices.

Authors: Abou-Ras, Daniel Bloeck, Ulrike Caicedo-Dávila, Sebastián et al.

Source: Journal of Applied Physics; 3/28/2023, Vol. 133 Issue 12, p1-16, 16p

Subject Terms: SEMICONDUCTOR materials, SEMICONDUCTOR devices, SEMICONDUCTOR thin films, MICROSCOPY, ELECTRON microscopy

Independent Component Analysis-Based Harmonic Transfer Impedance Estimation for Networks with Multiple Harmonic Sources †.

Authors: de Oliveira, Mateus M. Silva, Leandro R. M. Melo, Igor D. et al.

Source: Energies (19961073); Jan2025, Vol. 18 Issue 1, p85, 26p

Subject Terms: ELECTRIC power systems, ELECTRIC impedance, UNITS of measurement, DATA mining, PROBLEM solving, INDEPENDENT component analysis

Compressed spike-triggered averaging in iterative decomposition of surface EMG

Authors: Lundsberg, Jonathan Björkman, Anders Malesevic, Nebojsa et al.

Contributors: Lundsberg, Jonathan Björkman, Anders Malesevic, Nebojsa et al.

Source: Computer Methods and Programs in Biomedicine. 228

Subject Terms: Engineering and Technology, Electrical Engineering, Electronic Engineering, Information Engineering, Signal Processing, Teknik, Elektroteknik och elektronik, Signalbehandling

Access URL: https://doi.org/10.1016/j.cmpb.2022.107250