Literature DB >> 23367474

Beamforming approach to phase-amplitude modulation analysis of multi-channel EEG.

A L Sampson1, B Babadi, M J Prerau, E A Mukamel, E N Brown, P L Purdon.   

Abstract

Phase-amplitude modulation is a form of cross frequency coupling where the phase of one frequency influences the amplitude of another higher frequency. It has been observed in neurophysiological recordings during sensory, motor, and cognitive tasks, as well as during general anesthesia. In this paper, we describe a novel beamforming procedure to improve estimation of phase-amplitude modulation. We apply this method to 64-channel EEG data recorded during propofol general anesthesia. The method improves the sensitivity of phase-amplitude analyses, and can be applied to a variety of multi-channel neuroscience data where phase-amplitude modulation is present.

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Year:  2012        PMID: 23367474      PMCID: PMC3753031          DOI: 10.1109/EMBC.2012.6347539

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  5 in total

1.  High gamma power is phase-locked to theta oscillations in human neocortex.

Authors:  R T Canolty; E Edwards; S S Dalal; M Soltani; S S Nagarajan; H E Kirsch; M S Berger; N M Barbaro; R T Knight
Journal:  Science       Date:  2006-09-15       Impact factor: 47.728

2.  Algorithms to rapidly achieve and maintain stable drug concentrations at the site of drug effect with a computer-controlled infusion pump.

Authors:  S L Shafer; K M Gregg
Journal:  J Pharmacokinet Biopharm       Date:  1992-04

3.  The influence of age on propofol pharmacodynamics.

Authors:  T W Schnider; C F Minto; S L Shafer; P L Gambus; C Andresen; D B Goodale; E J Youngs
Journal:  Anesthesiology       Date:  1999-06       Impact factor: 7.892

Review 4.  The functional role of cross-frequency coupling.

Authors:  Ryan T Canolty; Robert T Knight
Journal:  Trends Cogn Sci       Date:  2010-11       Impact factor: 20.229

5.  Phase-based measures of cross-frequency coupling in brain electrical dynamics under general anesthesia.

Authors:  Eran A Mukamel; Kin Foon Wong; Michael J Prerau; Emery N Brown; Patrick L Purdon
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2011
  5 in total
  1 in total

1.  Parametric estimation of cross-frequency coupling.

Authors:  B C M van Wijk; A Jha; W Penny; V Litvak
Journal:  J Neurosci Methods       Date:  2015-02-09       Impact factor: 2.390

  1 in total

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