摘要:

We present a multichannel, model-free method for estimation of event-related potential (ERP) amplitude ratios and amplitudes using singular value decomposition (SVD), and compare with the Dipole Components Model (DCM). When the ERPs are generated by a single or multiple dipoles with equal amplitude ratios, the SVD method is superior to DCM in terms of reliable estimation of amplitude and is comparable with DCM for reliable and unbiased estimation of amplitude ratios. We show that dipole model misspecification leads to unbiased amplitude ratios and biased amplitudes when the ERP data sets are (I) generated and fit with a sin&dipole, or (2) generated by N dipoles with equal amplitude ratios and jt with M⩽N dipoles, because the effect of model misspecification cancels for a ratio. Similarly proof that DCM estimates amplitude ratios more ratios than amplitudes for these cases is given.

ISSN:0309-1902    

DOI:10.3109/03091909509030282

出版商:Taylor&Francis    

年代:1995

数据来源: Taylor

ISSN:0309-1902    

DOI:10.3109/03091909509030283

出版商:Taylor&Francis    

年代:1995

数据来源: Taylor

ISSN:0309-1902    

DOI:10.3109/03091909509030284

出版商:Taylor&Francis    

年代:1995

数据来源: Taylor

ISSN:0309-1902    

DOI:10.3109/03091909509030285

出版商:Taylor&Francis    

年代:1995

数据来源: Taylor

ISSN:0309-1902    

DOI:10.3109/03091909509030286

出版商:Taylor&Francis    

年代:1995

数据来源: Taylor