Literature DB >> 2641475

Eigenvectors and eigenfunctions in spatiotemporal EEG analysis.

B Hjorth1.   

Abstract

As a supplement to the article "An Eigenfunction Approach to the Inverse Problem of EEG" by Hjorth and Rodin in Brain Topography, 1988, 1 (2): 79-86, this paper discusses in greater detail the interrelations between the concepts of EEG sample vector, eigenvalue and eigenvector. It also describes how the method for assigning locations to uncorrelated EEG basic waveforms named eigenfunctions can be further developed by normalizing the EEG samples to unity global field power before computation of covariance. This enhances local persistence as a feature for revealing low-amplitude activity of possible diagnostic significance, even in the presence of more dominant activity.

Mesh:

Year:  1989        PMID: 2641475     DOI: 10.1007/bf01128843

Source DB:  PubMed          Journal:  Brain Topogr        ISSN: 0896-0267            Impact factor:   3.020


  4 in total

1.  Application of singular value decomposition to topographic analysis of flash-evoked potentials.

Authors:  R N Harner; S Riggio
Journal:  Brain Topogr       Date:  1989 Fall-Winter       Impact factor: 3.020

2.  Extraction of "deep" components from scalp EEG.

Authors:  B Hjorth; E Rodin
Journal:  Brain Topogr       Date:  1988       Impact factor: 3.020

3.  Reference-free identification of components of checkerboard-evoked multichannel potential fields.

Authors:  D Lehmann; W Skrandies
Journal:  Electroencephalogr Clin Neurophysiol       Date:  1980-06

4.  An eigenfunction approach to the inverse problem of EEG.

Authors:  B Hjorth; E Rodin
Journal:  Brain Topogr       Date:  1988       Impact factor: 3.020

  4 in total
  2 in total

1.  Principal components and multidimensional scaling of auditory and visual event-related potential topography.

Authors:  V E Pollock; N Cliff
Journal:  Brain Topogr       Date:  1992       Impact factor: 3.020

2.  Data reduction of multichannel fields: global field power and principal component analysis.

Authors:  W Skrandies
Journal:  Brain Topogr       Date:  1989 Fall-Winter       Impact factor: 3.020

  2 in total

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