Hierarchical models in the brain

K Friston - PLoS computational biology, 2008 - journals.plos.org
… by this model. Next, we consider hierarchal models that provide another form of hierarchical
… It is useful to note that hierarchical models are special cases of Equation 1, in the sense that …

A hierarchical model of the evolution of human brain specializations

HC Barrett - Proceedings of the national Academy of …, 2012 - National Acad Sciences
… with other brain systems, rather than canalized and isolated. This article presents a
hierarchical model of brain specialization, reviewing evidence for the model from evolutionary …

Can hierarchical models display parallel cortical dynamics? A non-hierarchical alternative of brain language theory

K Strijkers - Language, Cognition and Neuroscience, 2016 - Taylor & Francis
… ” hierarchical models is what happens afterwards? That is, if we adjust hierarchical brain
language models … In the case of a non-hierarchical Hebbian-based model, the dynamic is clear, …

Multilevel structure in behaviour and in the brain: a model of Fuster's hierarchy

MM Botvinick - … Transactions of the Royal Society B …, 2007 - royalsocietypublishing.org
… The BP04 model differs from this and other hierarchical models in that it is not founded on
… routine sequential behaviour is strictly hierarchical. Instead, the model begins with large, …

[PDF][PDF] Hierarchical models

W Penny, R Henson - Statistical Parametric Mapping, 2007 - fil.ion.ucl.ac.uk
… In section 4 we show how a two-level hierarchical model can be used for Random-Effects
Analysis. For equal subject error variances at the first level and the same first-level design …

Modelling hierarchical structure in functional brain networks

PM Gleiser, VI Spoormaker - … Transactions of the Royal …, 2010 - royalsocietypublishing.org
… Then, we will show a model that allows for the emergence of … hierarchical structures in a
large-scale functional brain network, and discuss the results in the light of the adaptive model. …

'Hierarchy'in the organization of brain networks

CC Hilgetag, A Goulas - Philosophical Transactions of …, 2020 - royalsocietypublishing.org
… ‘hierarchy’ is currently used in the description of brain networks. We distinguish at least four
different uses, specifically, ‘hierarchy… the different notions of ‘hierarchy’ in these contexts and …

A hierarchy of time-scales and the brain

SJ Kiebel, J Daunizeau, KJ Friston - PLoS computational biology, 2008 - journals.plos.org
… A hierarchical modelhierarchical models, in which high-level states change more slowly
than low-level states, and to relate these models to structure-function relationships in the brain. …

Hierarchical models of behavior and prefrontal function

MM Botvinick - Trends in cognitive sciences, 2008 - cell.com
models of cognition. In the decades since this pioneering work, a considerable number of
computational models have been proposed to account for hierarchical … of hierarchical models

Predicting individual brain functional connectivity using a Bayesian hierarchical model

T Dai, Y Guo… - NeuroImage, 2017 - Elsevier
… Based on the proposed Bayesian hierarchical model, we develop a prediction algorithm
for forecasting individual brain connectivity in future scans. We arrange the connectivity vector …