The aim of this paper is to test a technique called partial directed coherence (PDC) and its modification (squared PDC; sPDC) for the estimation of human cortical connectivity by means of simulation study, in which both PDC and sPDC were studied by analysis of variance. The statistical analysis performed returned that both PDC and sPDC are able to estimate correctly the imposed connectivity patterns when data exhibit a signal-to-noise ratio of at least 3 and a length of at least 27 s of nonconsecutive recordings at 250 Hz of sampling rate, equivalent, more generally, to 6750 data samples.

Assessing cortical functional connectivity by partial directed coherence: Simulations and application to real data / Astolfi, Laura; Cincotti, Febo; D., Mattia; M. G., Marciani; L. A., Baccala; DE VICO FALLANI, Fabrizio; Salinari, Serenella; M., Ursino; M., Zavaglia; Babiloni, Fabio. - In: IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING. - ISSN 0018-9294. - 53:9(2006), pp. 1802-1812. [10.1109/tbme.2006.873692]

Assessing cortical functional connectivity by partial directed coherence: Simulations and application to real data

ASTOLFI, LAURA;CINCOTTI, FEBO;DE VICO FALLANI, FABRIZIO;SALINARI, Serenella;BABILONI, Fabio
2006

Abstract

The aim of this paper is to test a technique called partial directed coherence (PDC) and its modification (squared PDC; sPDC) for the estimation of human cortical connectivity by means of simulation study, in which both PDC and sPDC were studied by analysis of variance. The statistical analysis performed returned that both PDC and sPDC are able to estimate correctly the imposed connectivity patterns when data exhibit a signal-to-noise ratio of at least 3 and a length of at least 27 s of nonconsecutive recordings at 250 Hz of sampling rate, equivalent, more generally, to 6750 data samples.
foot movement; high-resolution eeg; partial directed coherence
01 Pubblicazione su rivista::01a Articolo in rivista
Assessing cortical functional connectivity by partial directed coherence: Simulations and application to real data / Astolfi, Laura; Cincotti, Febo; D., Mattia; M. G., Marciani; L. A., Baccala; DE VICO FALLANI, Fabrizio; Salinari, Serenella; M., Ursino; M., Zavaglia; Babiloni, Fabio. - In: IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING. - ISSN 0018-9294. - 53:9(2006), pp. 1802-1812. [10.1109/tbme.2006.873692]
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