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Entree


Generalized partial directed coherence

Texto completo
Autor(es):
Baccala, Luiz A. ; Sameshima, K. ; Takahashi, D. Y. ; Sanei, S ; Chambers, JA ; McWhirter, J ; Hicks, Y ; Constantinides, AG
Número total de Autores: 8
Tipo de documento: Artigo Científico
Fonte: PROCEEDINGS OF THE 2007 15TH INTERNATIONAL CONFERENCE ON DIGITAL SIGNAL PROCESSING; v. N/A, p. 2-pg., 2007-01-01.
Resumo

This paper re-examines the definition of partial directed coherence (PDC) which was recently introduced as a linear frequency-domain quantifier of the multivariate relationship between simultaneously observed time. series for application in functional connectivity inference in neuroscience. The present reappraisal aims at improving PDC's performance under scenarios that involve severely unbalanced predictive modelling errors (innovanations noise). The present modification turns out to be more. robust in estimating imprecisions associated with finite time series samples. (AU)

Processo FAPESP: 05/56464-9 - Centro de Imagem em Neurociências da Faculdade de Medicina da Universidade de São Paulo
Beneficiário:Giovanni Guido Cerri
Modalidade de apoio: Auxílio à Pesquisa - Programa CINAPCE - Temático