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20102024
most citedA tutorial on group effective connectivity analysis, part 2: second level analysis with PEB

467 citations

Showing q-bio.NCShow all

15 papers · 1 filter

q-bio.NC2023★ 15 cited

Linking fast and slow: the case for generative models

Johan Medrano, Karl J. Friston, Peter Zeidman

A pervasive challenge in neuroscience is testing whether neuronal connectivity changes over time due to specific causes, such as stimuli, events, or clinical interventions. Recent…

q-bio.NC2022★ 1 cited

One person's modus ponens...: Comment on "The Markov blanket trick: On the scope of the free energy principle and active inference" by Raja and colleagues (2021)

Maxwell J. D Ramstead

In this comment on "The Markov blanket trick: On the scope of the free energy principle and active inference" by Raja and colleagues (2021) in Physics of Life Reviews, I argue that…

q-bio.NC2022★ 2 cited

Ranking of Communities in Multiplex Spatiotemporal Models of Brain Dynamics

James Wilsenach, Katie Warnaby, Charlotte M. Deane +1

As a relatively new field, network neuroscience has tended to focus on aggregate behaviours of the brain averaged over many successive experiments or over long recordings in order…

q-bio.NC2022★ 1 cited

Frontal effective connectivity increases with task demands and time on task: a Dynamic Causal Model of electrocorticogram in macaque monkeys

Katharina Wegner, Charles R. E. Wilson, Emmanuel Procyk +4

We apply Dynamic Causal Models to electrocorticogram recordings from two macaque monkeys performing a problem-solving task that engages working memory, and induces time-on-task eff…

q-bio.NC2021★ 63 cited

A mathematical perspective on edge-centric brain functional connectivity

Leonardo Novelli, Adeel Razi

Edge time series are increasingly used in brain functional imaging to study the node functional connectivity (nFC) dynamics at the finest temporal resolution while avoiding sliding…

q-bio.NC2020★ 10 cited

Is the free-energy principle a formal theory of semantics? From variational density dynamics to neural and phenotypic representations

Maxwell Ramstead, Karl Friston, Ines Hipolito

The aim of this paper is twofold: (1) to assess whether the construct of neural representations plays an explanatory role under the variational free-energy principle and its coroll…