Literature DB >> 10851801

Extraction of event-related signals from multichannel bioelectrical measurements.

A K Barros1, R Vigário, V Jousmäki, N Ohnishi.   

Abstract

Independent component analysis (ICA) is a powerful tool for separating signals from their mixtures. In this field, many algorithms were proposed, but they poorly use a priori information in order to find the desired signal. Here, we propose a fixed point algorithm which uses a priori information to find the signal of interest out of a number of sensors. We particularly applied the algorithm to cancel cardiac artifacts from a magnetoencephalogram.

Mesh:

Year:  2000        PMID: 10851801     DOI: 10.1109/10.841329

Source DB:  PubMed          Journal:  IEEE Trans Biomed Eng        ISSN: 0018-9294            Impact factor:   4.538


  4 in total

1.  ICA decomposition of EEG signal for fMRI processing in epilepsy.

Authors:  José P Marques; José Rebola; Patrícia Figueiredo; Alda Pinto; Francisco Sales; Miguel Castelo-Branco
Journal:  Hum Brain Mapp       Date:  2009-09       Impact factor: 5.038

2.  MEG source imaging method using fast L1 minimum-norm and its applications to signals with brain noise and human resting-state source amplitude images.

Authors:  Ming-Xiong Huang; Charles W Huang; Ashley Robb; AnneMarie Angeles; Sharon L Nichols; Dewleen G Baker; Tao Song; Deborah L Harrington; Rebecca J Theilmann; Ramesh Srinivasan; David Heister; Mithun Diwakar; Jose M Canive; J Christopher Edgar; Yu-Han Chen; Zhengwei Ji; Max Shen; Fady El-Gabalawy; Michael Levy; Robert McLay; Jennifer Webb-Murphy; Thomas T Liu; Angela Drake; Roland R Lee
Journal:  Neuroimage       Date:  2013-09-19       Impact factor: 6.556

3.  An improved multi-objective optimization-based CICA method with data-driver temporal reference for group fMRI data analysis.

Authors:  Yuhu Shi; Weiming Zeng; Xiaoyan Tang; Wei Kong; Jun Yin
Journal:  Med Biol Eng Comput       Date:  2017-09-02       Impact factor: 2.602

4.  Imaging Brain Dynamics Using Independent Component Analysis.

Authors:  Tzyy-Ping Jung; Scott Makeig; Martin J McKeown; Anthony J Bell; Te-Won Lee; Terrence J Sejnowski
Journal:  Proc IEEE Inst Electr Electron Eng       Date:  2001-07-01       Impact factor: 10.961

  4 in total

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