Independent Component Analysis of High-Density Electromyography in Muscle Force Estimation

Didier Staudenmann; Andreas Daffertshofer; Idsart Kingma; Dick F. Stegeman; Jaap H. van Dieen

doi:10.1109/tbme.2006.889202

Independent Component Analysis of High-Density Electromyography in Muscle Force Estimation

IEEE Transactions on Biomedical Engineering ◽

10.1109/tbme.2006.889202 ◽

2007 ◽

Vol 54 (4) ◽

pp. 751-754 ◽

Cited By ~ 32

Author(s):

Didier Staudenmann ◽

Andreas Daffertshofer ◽

Idsart Kingma ◽

Dick F. Stegeman ◽

Jaap H. van Dieen

Keyword(s):

Independent Component Analysis ◽

Muscle Force ◽

Component Analysis ◽

High Density ◽

Independent Component ◽

Force Estimation

Download Full-text

Independent component analysis based algorithms for high-density electromyogram decomposition: Systematic evaluation through simulation

Computers in Biology and Medicine ◽

10.1016/j.compbiomed.2019.04.033 ◽

2019 ◽

Vol 109 ◽

pp. 171-181 ◽

Cited By ~ 4

Author(s):

Chenyun Dai ◽

Xiaogang Hu

Keyword(s):

Independent Component Analysis ◽

Component Analysis ◽

High Density ◽

Independent Component ◽

Systematic Evaluation

Download Full-text

On Artefact Elimination in High Density Electromyograms by Independent Component Analysis

10.18690/978-961-286-516-0.1 ◽

2021 ◽

Author(s):

Aljaž Francic ◽

Aleš Holobar ◽

Milan Zorman

Keyword(s):

Independent Component Analysis ◽

Component Analysis ◽

High Density ◽

Independent Component

Download Full-text

High-density EEG and independent component analysis mixture models distinguish knee contractions from ankle contractions

2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2011.6091041 ◽

2011 ◽

Cited By ~ 4

Author(s):

J. T. Gwin ◽

D. Ferris

Keyword(s):

Independent Component Analysis ◽

Mixture Models ◽

Component Analysis ◽

High Density ◽

Independent Component

Download Full-text

Online recursive independent component analysis for real-time source separation of high-density EEG

2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/embc.2014.6944462 ◽

2014 ◽

Cited By ~ 3

Author(s):

Sheng-Hsiou Hsu ◽

Tim Mullen ◽

Tzyy-Ping Jung ◽

Gert Cauwenberghs

Keyword(s):

Independent Component Analysis ◽

Real Time ◽

Source Separation ◽

Component Analysis ◽

High Density ◽

Independent Component

Download Full-text

Independent component analysis based algorithms for high-density electromyogram decomposition: Experimental evaluation of upper extremity muscles

Computers in Biology and Medicine ◽

10.1016/j.compbiomed.2019.03.009 ◽

2019 ◽

Vol 108 ◽

pp. 42-48 ◽

Cited By ~ 7

Author(s):

Chenyun Dai ◽

Xiaogang Hu

Keyword(s):

Independent Component Analysis ◽

Upper Extremity ◽

Experimental Evaluation ◽

Component Analysis ◽

High Density ◽

Independent Component

Download Full-text

Improving EMG-Based Muscle Force Estimation by Using a High-Density EMG Grid and Principal Component Analysis

IEEE Transactions on Biomedical Engineering ◽

10.1109/tbme.2006.870246 ◽

2006 ◽

Vol 53 (4) ◽

pp. 712-719 ◽

Cited By ~ 95

Author(s):

D. Staudenmann ◽

I. Kingma ◽

A. Daffertshofer ◽

D.F. Stegeman ◽

J.H. vanDieen

Keyword(s):

Principal Component Analysis ◽

Muscle Force ◽

Principal Component ◽

Component Analysis ◽

High Density ◽

Force Estimation

Download Full-text

Unsupervised neural spike sorting for high-density microelectrode arrays with convolutive independent component analysis

Journal of Neuroscience Methods ◽

10.1016/j.jneumeth.2016.06.006 ◽

2016 ◽

Vol 271 ◽

pp. 1-13 ◽

Cited By ~ 19

Author(s):

Christian Leibig ◽

Thomas Wachtler ◽

Günther Zeck

Keyword(s):

Independent Component Analysis ◽

Microelectrode Arrays ◽

Component Analysis ◽

High Density ◽

Independent Component ◽

Spike Sorting ◽

Neural Spike

Download Full-text

Independent-component-analysis-based spike sorting algorithm for high-density microelectrode array data processing

2009 IEEE Sensors ◽

10.1109/icsens.2009.5398244 ◽

2009 ◽

Author(s):

Sedivy Jan ◽

Frey Urs ◽

Jackel David ◽

Hierlemann Andreas

Keyword(s):

Independent Component Analysis ◽

Data Processing ◽

Microelectrode Array ◽

Component Analysis ◽

High Density ◽

Independent Component ◽

Sorting Algorithm ◽

Spike Sorting ◽

Array Data

Download Full-text

Classification of Defect Spatial Signatures Using Independent Component Analysis and Estimation of Process / Tool Malfunctions Using χ2 Test and Exact Test

IEEJ Transactions on Electronics Information and Systems ◽

10.1541/ieejeiss.129.663 ◽

2009 ◽

Vol 129 (4) ◽

pp. 663-670

Author(s):

Eiji Yamada ◽

Katsuki Imai ◽

Tetsuro Toyoshima

Keyword(s):

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Exact Test

Download Full-text

Iterative Carrier Frequency Offset Estimation with Independent Component Analysis in BLE Systems

IEICE Transactions on Communications ◽

10.1587/transcom.2020ebp3023 ◽

2021 ◽

Vol E104.B (1) ◽

pp. 88-98

Author(s):

Masahiro TAKIGAWA ◽

Takumi TAKAHASHI ◽

Shinsuke IBI ◽

Seiichi SAMPEI

Keyword(s):

Independent Component Analysis ◽

Carrier Frequency ◽

Carrier Frequency Offset ◽

Component Analysis ◽

Frequency Offset ◽

Independent Component ◽

Frequency Offset Estimation ◽

Carrier Frequency Offset Estimation

Download Full-text