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Leonardo Novelli
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IDTxl: The Information Dynamics Toolkit xl: a Python package for the efficient analysis of multivariate information dynamics in networks
P Wollstadt, JT Lizier, R Vicente, C Finn, M Martınez-Zarzuela, P Mediano, ...
Journal of Open Source Software 4 (34), 1081, 2019
1032019
Large-scale directed network inference with multivariate transfer entropy and hierarchical statistical testing
L Novelli, P Wollstadt, P Mediano, M Wibral, JT Lizier
Network Neuroscience 3 (3), 827-847, 2019
842019
A mathematical perspective on edge-centric brain functional connectivity
L Novelli, A Razi
Nature Communications 13 (1), 1-13, 2022
36*2022
Inferring network properties from time series using transfer entropy and mutual information: Validation of multivariate versus bivariate approaches
L Novelli, JT Lizier
Network Neuroscience 5 (2), 373-404, 2021
292021
Assessing the significance of directed and multivariate measures of linear dependence between time series
OM Cliff, L Novelli, BD Fulcher, JM Shine, JT Lizier
Physical Review Research 3 (1), 013145, 2021
252021
Deriving pairwise transfer entropy from network structure and motifs
L Novelli, FM Atay, J Jost, JT Lizier
Proceedings of the Royal Society A 476 (2236), 20190779, 2020
202020
Effective connectivity of functionally anticorrelated networks under lysergic acid diethylamide
D Stoliker, L Novelli, FX Vollenweider, GF Egan, KH Preller, A Razi
Biological Psychiatry 93 (3), 224-232, 2023
12*2023
Exact inference of linear dependence between multiple autocorrelated time series
OM Cliff, L Novelli, BD Fulcher, JM Shine, JT Lizier
arXiv preprint arXiv:2003.03887, 2020
112020
Dynamic reorganization of the cortico-basal ganglia-thalamo-cortical network during task learning
Y Sych, A Fomins, L Novelli, F Helmchen
Cell Reports 40 (12), 111394, 2022
7*2022
Spectral dynamic causal modeling: A didactic introduction and its relationship with functional connectivity
L Novelli, K Friston, A Razi
Network Neuroscience, 1-25, 2024
32024
Effective connectivity of emotion and cognition under psilocybin
D Stoliker, L Novelli, FX Vollenweider, G Egan, K Preller, A Razi
medRxiv, 2022.09. 06.22279626, 2022
22022
Neural Mechanisms of Resting-State Networks and the Amygdala underlying the Cognitive and Emotional Effects of Psilocybin
D Stoliker, L Novelli, FX Vollenweider, GF Egan, KH Preller, A Razi
Biological Psychiatry, 2024
2024
Minimum-phase property of the hemodynamic response function, and implications for Granger Causality in fMRI
L Novelli, L Barnett, A Seth, A Razi
arXiv preprint arXiv:2312.01833, 2023
2023
The role of the Default Mode Network and Striatal Circuits in the Expression of Depressive Symptoms in Premanifest Huntington’s Disease
T Barta, L Novelli, N Georgiou‐Karistianis, J Stout, SM Loi, ...
Alzheimer's & Dementia 19, e074410, 2023
2023
Longitudinal Effective Connectivity Changes in the Default Mode Network in Young‐Onset Alzheimer’s Disease Variants
ME Kantar, L Novelli, JM Schott, A Razi
Alzheimer's & Dementia 19, e076049, 2023
2023
Hierarchical Bayesian inference for community detection and connectivity of functional brain networks
L Bian, N Wang, L Novelli, J Keith, A Razi
arXiv preprint arXiv:2301.07386, 2023
2023
Relating network structure and function via information theory
L Novelli
University of Sydney, 2020
2020
Nested empirical Bayes models of resting-state effective connectivity
MD Greaves, L Novelli, A Razi
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Articles 1–18