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06/23/2023
Spectral Dynamic Causal Modelling: A Didactic Introduction and its Relationship with Functional Connectivity
We present a didactic introduction to spectral Dynamic Causal Modelling ...
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01/18/2023
Hierarchical Bayesian inference for community detection and connectivity of functional brain networks
Many functional magnetic resonance imaging (fMRI) studies rely on estima...
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07/15/2020
Inferring network properties from time series via transfer entropy and mutual information: validation of bivariate versus multivariate approaches
Functional and effective networks inferred from time series are at the c...
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03/09/2020
Exact Inference of Linear Dependence Between Multiple Autocorrelated Time Series
The ability to quantify complex relationships within multivariate time s...
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11/07/2019
Deriving pairwise transfer entropy from network structure and motifs
Transfer entropy is an established method for quantifying directed stati...
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02/18/2019