Removal of Magnetoencephalographic Artifacts With Temporal Signal-Space Separation: Demonstration With Single-Trial Auditory-Evoked Responses

被引:260
|
作者
Taulu, Samu [1 ]
Hari, Riitta [2 ,3 ]
机构
[1] Elekta Neuromag Oy, FIN-00510 Helsinki, Finland
[2] Aalto Univ, Brain Res Unit, Low Temp Lab, FIN-02150 Espoo, Finland
[3] Univ Helsinki, Cent Hosp, Dept Clin Neurophysiol, FIN-00290 Helsinki, Finland
基金
芬兰科学院;
关键词
magnetoencephalography; auditory; cortex; brain; artifact; single response; MAGNETIC-FIELDS; MEG;
D O I
10.1002/hbm.20627
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Magnetic interference signals often hamper analysis of magnetoencephalographic (MEG) measurements. Artifact sources in the proximity of the sensors cause strong and spatially complex signals that are particularly challenging for the existing interference-suppression methods. Here we demonstrate the performance of the temporally extended signal space separation method (tSSS) in removing strong interference caused by external and nearby sources on auditory-evoked magnetic fields-the sources of which are well established. The MEG signals were contaminated by normal environmental interference, by artificially produced additional external interference, and by nearby artifacts produced by a piece of magnetized wire in the subject's lip. After tSSS processing, even the single-trial auditory responses had a good-enough signal-to-noise ratio for detailed waveform and source analysis. Waveforms and source locations of the tSSS-reconstructed data were in good agreement with the responses from the control condition without extra interference. Our results demonstrate that tSSS is a robust and efficient method for removing a wide range of different types of interference signals in neuromagnetic multichannel measurements. Hunt Brain Mapp 30:1524-1534, 2009. (C) 2008 Wiley-Liss, Inc.
引用
收藏
页码:1524 / 1534
页数:11
相关论文
共 2 条
  • [1] Quantifying attentional modulation of auditory-evoked cortical responses from single-trial electroencephalography
    Choi, Inyong
    Rajaram, Siddharth
    Varghese, Lenny A.
    Shinn-Cunningham, Barbara G.
    FRONTIERS IN HUMAN NEUROSCIENCE, 2013, 7
  • [2] Single-trial classification of evoked responses to auditory tones using OPM- and SQUID-MEG
    Iivanainen, Joonas
    Carter, Tony R.
    Trumbo, Michael C. S.
    McKay, Jim
    Taulu, Samu
    Wang, Jun
    Stephen, Julia M.
    Schwindt, Peter D. D.
    Borna, Amir
    JOURNAL OF NEURAL ENGINEERING, 2023, 20 (05)