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pro vyhledávání: '"Woolrich, Mark W"'
Autor:
Vidaurre, Diego, Masaracchia, Laura, Larsen, Nick Y., Ruijters, Lenno R. P. T, Alonso, Sonsoles, Ahrends, Christine, Woolrich, Mark W.
We propose the Gaussian-Linear Hidden Markov model (GLHMM), a generalisation of different types of HMMs commonly used in neuroscience. In short, the GLHMM is a general framework where linear regression is used to flexibly parameterise the Gaussian st
Externí odkaz:
http://arxiv.org/abs/2312.07151
Bayesian methods have proved powerful in many applications for the inference of model parameters from data. These methods are based on Bayes' theorem, which itself is deceptively simple. However, in practice the computations required are intractable
Externí odkaz:
http://arxiv.org/abs/2007.02725
Variational Bayes (VB) has been used to facilitate the calculation of the posterior distribution in the context of Bayesian inference of the parameters of nonlinear models from data. Previously an analytical formulation of VB has been derived for non
Externí odkaz:
http://arxiv.org/abs/2007.01675
Akademický článek
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Publikováno v:
In NeuroImage 15 October 2022 260
Hierarchical modelling of functional brain networks in population and individuals from big fMRI data
Autor:
Farahibozorg, Seyedeh-Rezvan, Bijsterbosch, Janine D., Gong, Weikang, Jbabdi, Saad, Smith, Stephen M., Harrison, Samuel J., Woolrich, Mark W.
Publikováno v:
In NeuroImage November 2021 243
Autor:
Harrison, Samuel J., Bijsterbosch, Janine D., Segerdahl, Andrew R., Fitzgibbon, Sean P., Farahibozorg, Seyedeh-Rezvan, Duff, Eugene P., Smith, Stephen M., Woolrich, Mark W.
Publikováno v:
In NeuroImage 15 November 2020 222
Autor:
Kocagoncu, Ece, Quinn, Andrew, Firouzian, Azadeh, Cooper, Elisa, Greve, Andrea, Gunn, Roger, Green, Gary, Woolrich, Mark W., Henson, Richard N., Lovestone, Simon, Rowe, James B.
Publikováno v:
In Neurobiology of Aging August 2020 92:141-152
Publikováno v:
In NeuroImage 1 May 2020 211
Autor:
Seedat, Zelekha A., Quinn, Andrew J., Vidaurre, Diego, Liuzzi, Lucrezia, Gascoyne, Lauren E., Hunt, Benjamin A.E., O’Neill, George C., Pakenham, Daisie O., Mullinger, Karen J., Morris, Peter G., Woolrich, Mark W., Brookes, Matthew J.
Publikováno v:
In NeuroImage 1 April 2020 209