Development of a variational scheme for model inversion of multi-area model of brain. I: Simulation evaluation

DOI10.1016/j.mbs.2010.10.009zbMath1208.92037OpenAlexW2001540260WikidataQ46846405 ScholiaQ46846405MaRDI QIDQ630969

Abbas Babajani-Feremi, Hamid Soltanian-Zadeh

Publication date: 22 March 2011

Published in: Mathematical Biosciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.mbs.2010.10.009

zbMATH Keywords

EEGMEGeffective connectivityvariational Bayesian expectation maximization

Mathematics Subject Classification ID

Bayesian inference (62F15) Probabilistic models, generic numerical methods in probability and statistics (65C20) Neural biology (92C20) Biomedical imaging and signal processing (92C55)

Uses Software

• EnKF

Cites Work

• Unnamed Item
• Unnamed Item
• AN APPROACH TO TIME SERIES SMOOTHING AND FORECASTING USING THE EM ALGORITHM
• Variational Bayesian identification and prediction of stochastic nonlinear dynamic causal models
• Electroencephalogram and visual evoked potential generation in a mathematical model of coupled cortical columns
• A path integral method for data assimilation
• An Approximate Innovation Method For The Estimation Of Diffusion Processes From Discrete Data
• A local linearization approach to nonlinear filtering

This page was built for publication: Development of a variational scheme for model inversion of multi-area model of brain. I: Simulation evaluation