Research ExplorerPublicationsAssessing cortical functional connectivity by partial direct...

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

Standard

Assessing cortical functional connectivity by partial directed coherence: simulations and application to real data. / Astolfi, Laura; Cincotti, Febo; Mattia, Donatella; Marciani, M G; Baccalà, Luis A; de Vico Fallani, Fabrizio; Salinari, Serenella; Ursino, Mauro; Zavaglia, Melissa; Babiloni, Fabio.

In: IEEE T BIO-MED ENG, Vol. 53, No. 9, 9, 2006, p. 1802-1812.

Research output: SCORING: Contribution to journal › SCORING: Journal article › Research › peer-review

Harvard

Astolfi, L, Cincotti, F, Mattia, D, Marciani, MG, Baccalà, LA, de Vico Fallani, F, Salinari, S, Ursino, M, Zavaglia, M & Babiloni, F 2006, 'Assessing cortical functional connectivity by partial directed coherence: simulations and application to real data.', IEEE T BIO-MED ENG, vol. 53, no. 9, 9, pp. 1802-1812. <http://www.ncbi.nlm.nih.gov/pubmed/16941836?dopt=Citation>

APA

Astolfi, L., Cincotti, F., Mattia, D., Marciani, M. G., Baccalà, L. A., de Vico Fallani, F., Salinari, S., Ursino, M., Zavaglia, M., & Babiloni, F. (2006). Assessing cortical functional connectivity by partial directed coherence: simulations and application to real data. IEEE T BIO-MED ENG, 53(9), 1802-1812. [9]. http://www.ncbi.nlm.nih.gov/pubmed/16941836?dopt=Citation

Vancouver

Astolfi L, Cincotti F, Mattia D, Marciani MG, Baccalà LA, de Vico Fallani F et al. Assessing cortical functional connectivity by partial directed coherence: simulations and application to real data. IEEE T BIO-MED ENG. 2006;53(9):1802-1812. 9.

Bibtex

@article{4850c58850c34fa68c409c7fd801fefc,
title = "Assessing cortical functional connectivity by partial directed coherence: simulations and application to real data.",
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.",
keywords = "Humans, Algorithms, Computer Simulation, *Models, Neurological, Electroencephalography/*methods, Nerve Net/*physiology, Cerebral Cortex/*physiology, Brain Mapping/*methods, Neural Pathways/physiology, Diagnosis, Computer-Assisted/*methods, Evoked Potentials, Motor/*physiology, Humans, Algorithms, Computer Simulation, *Models, Neurological, Electroencephalography/*methods, Nerve Net/*physiology, Cerebral Cortex/*physiology, Brain Mapping/*methods, Neural Pathways/physiology, Diagnosis, Computer-Assisted/*methods, Evoked Potentials, Motor/*physiology",
author = "Laura Astolfi and Febo Cincotti and Donatella Mattia and Marciani, {M G} and Baccal{\`a}, {Luis A} and {de Vico Fallani}, Fabrizio and Serenella Salinari and Mauro Ursino and Melissa Zavaglia and Fabio Babiloni",
year = "2006",
language = "English",
volume = "53",
pages = "1802--1812",
journal = "IEEE T BIO-MED ENG",
issn = "0018-9294",
publisher = "IEEE Computer Society",
number = "9",

}

RIS

TY - JOUR

T1 - Assessing cortical functional connectivity by partial directed coherence: simulations and application to real data.

AU - Astolfi, Laura

AU - Cincotti, Febo

AU - Mattia, Donatella

AU - Marciani, M G

AU - Baccalà, Luis A

AU - de Vico Fallani, Fabrizio

AU - Salinari, Serenella

AU - Ursino, Mauro

AU - Zavaglia, Melissa

AU - Babiloni, Fabio

PY - 2006

Y1 - 2006

N2 - 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.

AB - 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.

KW - Humans

KW - Algorithms

KW - Computer Simulation

KW - Models, Neurological

KW - Electroencephalography/methods

KW - Nerve Net/physiology

KW - Cerebral Cortex/physiology

KW - Brain Mapping/methods

KW - Neural Pathways/physiology

KW - Diagnosis, Computer-Assisted/methods

KW - Evoked Potentials, Motor/physiology

KW - Humans

KW - Algorithms

KW - Computer Simulation

KW - Models, Neurological

KW - Electroencephalography/methods

KW - Nerve Net/physiology

KW - Cerebral Cortex/physiology

KW - Brain Mapping/methods

KW - Neural Pathways/physiology

KW - Diagnosis, Computer-Assisted/methods

KW - Evoked Potentials, Motor/physiology

M3 - SCORING: Journal article

VL - 53

SP - 1802

EP - 1812

JO - IEEE T BIO-MED ENG

JF - IEEE T BIO-MED ENG

SN - 0018-9294

IS - 9

M1 - 9

ER -