Publication detail

Dynamic Granger causality with embedded hemodynamic model

HAVLÍCEK, M. JAN, J. PLIS, S. BRÁZDIL, M. CALHOUN, V.

Original Title

Dynamic Granger causality with embedded hemodynamic model

Czech Title

Dynamická Grangerova kauzalita s využitím hemodynamického modelu

English Title

Dynamic Granger causality with embedded hemodynamic model

Type

conference proceedings

Language

en

Original Abstract

Evaluation of dynamic Granger causality in fMRI data by utilization of nonlinear hemodynamic model and time-varying estimates of Kalman filters.

Czech abstract

Vyhodnocení dynamické Grangerovy kauzality v fMRI datech za použití nelineárního hemodynamického modelu a časově proměnných odhadů Kalmanových filtrů.

English abstract

Evaluation of dynamic Granger causality in fMRI data by utilization of nonlinear hemodynamic model and time-varying estimates of Kalman filters.

Keywords

dynamic, Granger causality, Kalman, cubature, AR, fMRI, hemodynamic, model

Released

06.06.2010

Publisher

Organization for Human Brain Mapping

Location

Barcelona

Pages from

88

Pages to

89

Pages count

2

BibTex


@proceedings{BUT34581,
  author="Martin {Havlíček} and Jiří {Jan} and Sergey {Plis} and Milan {Brázdil} and V.D. {Calhoun}",
  title="Dynamic Granger causality with embedded hemodynamic model",
  annote="Evaluation of dynamic Granger causality in fMRI data by utilization of nonlinear hemodynamic model and time-varying estimates of Kalman filters.",
  address="Organization for Human Brain Mapping",
  booktitle="16th Annual Meeting of the Organization for Human Brain Mapping",
  chapter="34581",
  edition="humanbrainmapping",
  institution="Organization for Human Brain Mapping",
  year="2010",
  month="june",
  pages="88--89",
  publisher="Organization for Human Brain Mapping",
  type="conference proceedings"
}