Detail publikačního výsledku

Dynamic modeling of neuronal responses in fMRI using cubature Kalman filtering

HAVLÍČEK, M.; FRISTON, K.; JAN, J.; BRÁZDIL, M.; CALHOUN, V.

Originální název

Dynamic modeling of neuronal responses in fMRI using cubature Kalman filtering

Anglický název

Dynamic modeling of neuronal responses in fMRI using cubature Kalman filtering

Druh

Článek WoS

Originální abstrakt

Introduction of new method for estimation of neuronal responses from hemodynamic responses of fMRI data. This method allows efficient joint estimation of hidden model states, parameters, and also input, through consequent application of cubature Kalman filter and cubature Rauch-Tung-Striebel smoother.

Anglický abstrakt

Introduction of new method for estimation of neuronal responses from hemodynamic responses of fMRI data. This method allows efficient joint estimation of hidden model states, parameters, and also input, through consequent application of cubature Kalman filter and cubature Rauch-Tung-Striebel smoother.

Klíčová slova

neuronal, deconvolution, fMRI, cubature, Kalman, smoother, hemodynamic model

Klíčová slova v angličtině

neuronal, deconvolution, fMRI, cubature, Kalman, smoother, hemodynamic model

Autoři

HAVLÍČEK, M.; FRISTON, K.; JAN, J.; BRÁZDIL, M.; CALHOUN, V.

Rok RIV

2012

Vydáno

15.06.2011

Nakladatel

Elsevier

Místo

USA

ISSN

1053-8119

Periodikum

NEUROIMAGE

Svazek

56

Číslo

4

Stát

Spojené státy americké

Strany od

2109

Strany do

2128

Strany počet

21

BibTex

@article{BUT50444,
  author="Martin {Havlíček} and Karl J. {Friston} and Jiří {Jan} and Milan {Brázdil} and V.D. {Calhoun}",
  title="Dynamic modeling of neuronal responses in fMRI using cubature Kalman filtering",
  journal="NEUROIMAGE",
  year="2011",
  volume="56",
  number="4",
  pages="2109--2128",
  doi="10.1016/j.neuroimage.2011.03.005",
  issn="1053-8119"
}