251. Comparison of covariance-based and waveform-based subtraction methods in removing the interference from button-pressing finger movements.
- Author
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Sekihara K, Poeppel D, Marantz A, Koizumi H, and Miyashita Y
- Subjects
- Algorithms, Electromagnetic Fields, Evoked Potentials, Auditory physiology, Fingers physiology, Humans, Magnetoencephalography standards, Psychomotor Performance, Reproducibility of Results, Signal Processing, Computer-Assisted, Brain Mapping methods, Magnetoencephalography methods, Motor Cortex physiology, Movement physiology
- Abstract
A covariance matrix-based subtraction method has recently been proposed to remove interference using two MEG measurements: The first has both target and interfering activities and the second only has the interference. This paper compared covariance matrix-based subtraction with conventional waveform-based subtraction, which requires that the waveforms of interference be equal at every time point between the two measurements. Our analysis showed that covariance-subtraction only requires that the time-average of the squared intensity of interference be equal between the two measurements. As a result, the method is still effective when the onset of interference differs or even their measured waveforms differ between the two measurements. The covariance- and waveform-subtraction methods were both applied to remove the interference caused by response-button-pressing finger movements in auditory-evoked MEG measurements. The results of this application demonstrated the superiority of the covariance-subtraction method over the conventional waveform-subtraction method.
- Published
- 1998
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