Separation of Sources From Single-Channel EEG Signals Using Independent Component Analysis

IEEE Transactions on Instrumentation and Measurement ◽

10.1109/tim.2017.2775358 ◽

2018 ◽

Vol 67 (2) ◽

pp. 382-393 ◽

Author(s):

Ajay Kumar Maddirala ◽

Rafi Ahamed Shaik

Keyword(s):

Independent Component Analysis ◽

Single Channel ◽

Component Analysis ◽

Independent Component ◽

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Classification of EEG Signals Using Single Channel Independent Component Analysis, Power Spectrum, and Linear Discriminant Analysis

Lecture Notes in Electrical Engineering - Advances in Machine Learning and Signal Processing ◽

10.1007/978-3-319-32213-1_23 ◽

2016 ◽

pp. 259-268 ◽

Author(s):

Handayani Tjandrasa ◽

Supeno Djanali

Keyword(s):

Discriminant Analysis ◽

Independent Component Analysis ◽

Power Spectrum ◽

Linear Discriminant Analysis ◽

Single Channel ◽

Component Analysis ◽

Independent Component ◽

Eeg Signals ◽

Linear Discriminant

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Source separation from single-channel abdominal phonocardiographic signals based on independent component analysis

Biomedical Engineering Letters ◽

10.1007/s13534-021-00182-z ◽

2021 ◽

Vol 11 (1) ◽

pp. 55-67

Author(s):

Sepideh Jabbari

Keyword(s):

Independent Component Analysis ◽

Single Channel ◽

Source Separation ◽

Component Analysis ◽

Independent Component

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Research on Relationship between Saccade-Related EEG Signals and Selection of Electrode Position by Independent Component Analysis

Lecture Notes in Computer Science - Neural Information Processing. Models and Applications ◽

10.1007/978-3-642-17534-3_10 ◽

2010 ◽

pp. 74-81

Author(s):

Arao Funase ◽

Motoaki Mouri ◽

Andrzej Cichocki ◽

Ichi Takumi

Keyword(s):

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Electrode Position ◽

Eeg Signals ◽

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Artifact Removal from EEG signals using Regenerative Multi-Dimensional Singular Value Decomposition and Independent Component Analysis

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2021.103452 ◽

2022 ◽

Vol 74 ◽

pp. 103452

Author(s):

A. Mary Judith ◽

S. Baghavathi Priya ◽

Rakesh Kumar Mahendran

Keyword(s):

Singular Value Decomposition ◽

Independent Component Analysis ◽

Component Analysis ◽

Singular Value ◽

Independent Component ◽

Eeg Signals ◽

Artifact Removal ◽

Value Decomposition

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Development of a new signal processing algorithm based on independent component analysis for single channel ECG data

The 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2004.1403132 ◽

2005 ◽

Author(s):

J. Lee ◽

K.J. Lee ◽

S.K. Yoo

Keyword(s):

Signal Processing ◽

Independent Component Analysis ◽

Single Channel ◽

Component Analysis ◽

Independent Component ◽

Processing Algorithm ◽

Signal Processing Algorithm ◽

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Blind seismic deconvolution of single channel using instantaneous independent component analysis

2008 6th International Symposium on Communication Systems, Networks and Digital Signal Processing ◽

10.1109/csndsp.2008.4610748 ◽

2008 ◽

Author(s):

Aws Al-Qaisi ◽

W.L. Woo ◽

S.S. Dlay

Keyword(s):

Independent Component Analysis ◽

Single Channel ◽

Component Analysis ◽

Independent Component

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Source separation of Foetal Heart Sounds and maternal activity from single-channel phonograms: A temporal independent component analysis approach

2008 Computers in Cardiology ◽

10.1109/cic.2008.4749200 ◽

2008 ◽

Author(s):

A. Jimenez-Gonzalez ◽

C.J. James

Keyword(s):

Independent Component Analysis ◽

Single Channel ◽

Source Separation ◽

Component Analysis ◽

Heart Sounds ◽

Independent Component ◽

Analysis Approach ◽

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Removal of eye movement artefacts from single channel recordings of retinal evoked potentials using synchronous dynamical embedding and independent component analysis

Medical & Biological Engineering & Computing ◽

10.1007/s11517-006-0123-4 ◽

2006 ◽

Vol 45 (1) ◽

pp. 69-77 ◽

Author(s):

A. C. Fisher ◽

W. El-Deredy ◽

R. P. Hagan ◽

M. C. Brown ◽

P. J. G. Lisboa

Keyword(s):

Independent Component Analysis ◽

Evoked Potentials ◽

Eye Movement ◽

Single Channel ◽

Component Analysis ◽

Independent Component ◽

Single Channel Recordings ◽

Dynamical Embedding

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Separation of EEG signals by using Independent Component Analysis

2012 20th Signal Processing and Communications Applications Conference (SIU) ◽

10.1109/siu.2012.6204677 ◽

2012 ◽

Author(s):

Necmettin Sezgin ◽

M.Emin Tagluk ◽

Ramazan Tekin

Keyword(s):

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

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Evaluation of an automatic ocular filtering method for awake spontaneous EEG signals based on independent component analysis

The 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2004.1403311 ◽

2005 ◽

Author(s):

S. Romero ◽

M.A. Mananas ◽

J. Riba ◽

A. Morte ◽

S. Gimenez ◽

...

Keyword(s):

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Eeg Signals ◽

Filtering Method

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