Frequency domain simultaneous source and source coherence estimation with an application to MEG.

Open Access
Authors
Publication date 2004
Journal IEEE Transactions on Biomedical Engineering
Volume | Issue number 51 | 1
Pages (from-to) 45-55
Organisations
  • Faculty of Social and Behavioural Sciences (FMG) - Psychology Research Institute (PsyRes)
Abstract
Interactions between cortical areas are crucial for cognitive functioning. Methods currently in use to assess such interactions are not well suited for this task because they lack timing precision, localization precision, or both. We present a method for simultaneous estimation of source location and orientation parameters and cross-spectral parameters to overcome these problems. Different estimators are evaluated for their performance. From a simulation study, we conclude that the estimators derived from the maximum-likelihood procedure have good statistical properties with moderate sample sizes, whereas those obtained from the generalized least squares procedure are biased and give poor-quality standard errors. The method is illustrated with visually evoked field data, with inconclusive results.
Document type Article
Language English
Published at https://doi.org/10.1109/TBME.2003.820385
Downloads
120427y.pdf (Final published version)
Permalink to this page
Back