Leonardo Novelli
Leonardo Novelli
Biomedical Imaging (MBI), Monash University
Bestätigte E-Mail-Adresse bei monash.edu
Titel
Zitiert von
Zitiert von
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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
372019
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
292019
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
72021
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
52020
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
22021
Inferring network properties from time series via transfer entropy and mutual information: Validation of bivariate versus multivariate approaches
L Novelli, JT Lizier
arXiv preprint arXiv:2007.07500, 2020
22020
Relating network structure and function via information theory
L Novelli
University of Sydney, 2020
2020
Mesoscale brain dynamics reorganizes and stabilizes during learning
Y Sych, A Fomins, L Novelli, F Helmchen
bioRxiv, 2020
2020
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