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Leonardo Novelli · SciRah

Researcher profile · Semantic Scholar

Leonardo Novelli

Monash University

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Leonardo Novelli — researcher profile on SciRah

ORCID iD 0000-0002-6081-3367Homepage

h-index: 13
Works: 39
Citations: 684

Most-cited papers

IDTxl: The Information Dynamics Toolkit xl: a Python package for the efficient analysis of multivariate information dynamics in networks
Patricia Wollstadt, J. Lizier, Raul Vicente, Conor Finn +4 more
2018Journal of Open Source Software131 citations Open access
Semantic Scholar
Large-scale directed network inference with multivariate transfer entropy and hierarchical statistical testing
Leonardo Novelli, Patricia Wollstadt, Pedro A. M. Mediano, M. Wibral +1 more
2019Network Neuroscience119 citations Open access
Semantic Scholar
Spectral dynamic causal modeling: A didactic introduction and its relationship with functional connectivity
Leonardo Novelli, K. Friston, Adeel Razi
2023Network Neuroscience54 citations Open access
Semantic Scholar
A mathematical perspective on edge-centric brain functional connectivity
Leonardo Novelli, Adeel Razi
2021Nature Communications52 citations Open access
Semantic Scholar
Inferring network properties from time series using transfer entropy and mutual information: Validation of multivariate versus bivariate approaches
Leonardo Novelli, J. Lizier
2020Network Neuroscience50 citations Open access
Semantic Scholar
Neural Mechanisms of Resting-State Networks and the Amygdala underlying the Cognitive and Emotional Effects of Psilocybin.
D. Stoliker, Leonardo Novelli, F. Vollenweider, Gary F. Egan +2 more
2024Biological Psychiatry39 citations Open access
Semantic Scholar
Assessing the significance of directed and multivariate measures of linear dependence between time series
Oliver M. Cliff, Leonardo Novelli, Ben D. Fulcher, J. Shine +1 more
202135 citations Open access
Semantic Scholar
Structurally informed models of directed brain connectivity
Matthew D. Greaves, Leonardo Novelli, S. Mansour L., Andrew Zalesky +1 more
2024Nature Reviews Neuroscience30 citations
Semantic Scholar
Effective Connectivity of Functionally Anticorrelated Networks Under Lysergic Acid Diethylamide.
D. Stoliker, Leonardo Novelli, F. Vollenweider, Gary F. Egan +2 more
2022Biological Psychiatry29 citations Open access
Semantic Scholar
Neural mechanisms of psychedelic visual imagery
D. Stoliker, K. Preller, Leonardo Novelli, A. Anticevic +3 more
2024Molecular Psychiatry28 citations Open access
Semantic Scholar
Deriving pairwise transfer entropy from network structure and motifs
Leonardo Novelli, F. Atay, Jürgen Jost, J. Lizier
2019Proceedings of the Royal Society A28 citations Open access
Semantic Scholar
Dynamic reorganization of the cortico-basal ganglia-thalamo-cortical network during task learning
Yaroslav Sych, Aleksejs Fomins, Leonardo Novelli, F. Helmchen
2022Cell Reports18 citations Open access
Semantic Scholar
A mathematical perspective on edge-centric functional connectivity
Leonardo Novelli, Adeel Razi
202115 citations
Semantic Scholar
Psychedelics align brain activity with context
D. Stoliker, Leonardo Novelli, Moein Khajehnejad, M. Biabani +15 more
2026bioRxiv14 citations Open access
Semantic Scholar
Exact Inference of Linear Dependence Between Multiple Autocorrelated Time Series
Oliver M. Cliff, Leonardo Novelli, Ben D. Fulcher, J. Shine +1 more
2020arXiv.org12 citations
Semantic Scholar
Structurally informed resting-state effective connectivity recapitulates cortical hierarchy
Matthew D. Greaves, Leonardo Novelli, Adeel Razi
2024bioRxiv8 citations Open access
Semantic Scholar
PsiConnect: A Multimodal Neuroimaging Study of Psilocybin-Induced Changes in Brain and Behaviour
Leonardo Novelli, D. Stoliker, Tamrin Barta, Matthew D. Greaves +5 more
2025bioRxiv6 citations Open access
Semantic Scholar
PsiConnect: Multimodal Neuroimaging of Context-Dependent Brain and Behaviour Dynamics under Psilocybin
Leonardo Novelli, D. Stoliker, Tamrin Barta, Matthew D. Greaves +6 more
2026Scientific Data4 citations Open access
Semantic Scholar
Journal Pre-proof Effective connectivity of functionally anticorrelated networks under LSD
D. Stoliker, Leonardo Novelli, F. Vollenweider, Gary F. Egan +3 more
20224 citations
Semantic Scholar
Effective Connectivity of LSD-induced Ego Dissolution
D. Stoliker, Leonardo Novelli, F. Vollenweider, G. Egan +2 more
2021medRxiv4 citations Open access
Semantic Scholar
Depression in Premanifest Huntington's Disease: Aberrant Effective Connectivity of Striatum and Default Mode Network
Tamrin Barta, Leonardo Novelli, N. Georgiou-Karistianis, J. Stout +3 more
2025Movement Disorders3 citations Open access
Semantic Scholar
Minimum‐Phase Property of the Hemodynamic Response Function, and Implications for Granger Causality in fMRI
Leonardo Novelli, Lionel Barnett, Anil Seth, Adeel Razi
2023Human Brain Mapping2 citations Open access
Semantic Scholar
Mesoscale brain dynamics reorganizes and stabilizes during learning
Yaroslav Sych, Aleksejs Fomins, Leonardo Novelli, F. Helmchen
2020bioRxiv2 citations Open access
Semantic Scholar
Spectral imprint of structural embedding in effective connectivity
Matthew D. Greaves, Leonardo Novelli, J. Pang, A. Fornito +1 more
2025bioRxiv1 citations Open access
Semantic Scholar
Inferring network properties from time series via transfer entropy and mutual information: validation of bivariate versus multivariate approaches
Leonardo Novelli, J. Lizier
2020arXiv.org1 citations
Semantic Scholar
Novel insights into cochlear information processing
R. Stoop, Karlis Kanders, Leonardo Novelli, F. Gomez
20161 citations
Semantic Scholar
Language-associated brain representations covary with disruption of selfhood under psilocybin
Greg Cooper, D. Stoliker, Vincent Sebastian Astl Delgado, George Blackburne +5 more
2026bioRxiv0 citations Open access
Semantic Scholar
Context Shapes Alpha-Band Electrophysiological Signatures under Psilocybin
Vidushani Dhanawansa, D. Stoliker, Leonardo Novelli, M. Biabani +2 more
2026bioRxiv0 citations Open access
Semantic Scholar
What Is a Generative Model? Definitions, Disagreements, and Evaluation in Human Neuroimaging
Matthew D. Greaves, Leonardo Novelli, Michael Breakspear, Adeel Razi
2026bioRxiv0 citations Open access
Semantic Scholar
Depression reduces structurally informed network flexibility in premanifest Huntington’s disease
Tamrin Barta, Matthew D. Greaves, Leonardo Novelli, Y. Glikmann-Johnston +1 more
2025bioRxiv0 citations Open access
Semantic Scholar
Network Dysconnection of Striatum and Default Mode Network Underpins Temporal Dynamics of Depression in Premanifest Huntington’s Disease
Tamrin Barta, Leonardo Novelli, N. Georgiou-Karistianis, J. Stout +3 more
2025bioRxiv0 citations Open access
Semantic Scholar
Context-dependent structurally informed effective connectivity under psilocybin
Matthew D. Greaves, Tamrin Barta, Leonardo Novelli, D. Stoliker +1 more
2025bioRxiv0 citations Open access
Semantic Scholar
Correction: Neural mechanisms of psychedelic visual imagery
D. Stoliker, K. Preller, Leonardo Novelli, A. Anticevic +3 more
2024Molecular Psychiatry0 citations
Semantic Scholar
Depression in Premanifest Huntingtons Disease: Effective Connectivity of Striatum and Default Mode Network
T. Barta, Leonardo Novelli, N. Georgiou-Karistiani, J. Stout +3 more
2024medRxiv0 citations Open access
Semantic Scholar
Longitudinal Effective Connectivity Changes in the Default Mode Network in Young‐Onset Alzheimer’s Disease Variants
Mahasen El Kantar, Leonardo Novelli, J. Schott, A. Razi
2023Alzheimer's & Dementia0 citations Open access
Semantic Scholar
Hierarchical Bayesian Inference for Community Detection and Connectivity of Functional Brain Networks
Lingbin Bian, Ni-Zhuan Wang, Leonardo Novelli, J. Keith +1 more
2023IEEE Transactions on Medical Imaging0 citations Open access
Semantic Scholar
The role of the Default Mode Network and Striatal Circuits in the Expression of Depressive Symptoms in Premanifest Huntington’s Disease
Tamrin Barta, Leonardo Novelli, N. Georgiou-Karistianis, J. Stout +3 more
2023Alzheimer's & Dementia0 citations Open access
Semantic Scholar
The Reproducibility of Intrinsic Neural Timescale Atypicality in Autism Spectral Disorder
James Jackson, Leonardo Novelli, Adeel Razi, Leonardo L. Gollo
20210 citations
Semantic Scholar
An Innovative Design for Stereo Navigation
Leonardo Novelli
20100 citations
Semantic Scholar

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Adeel Razi×16
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Adeel Razi — researcher profile on SciRah
D. Stoliker×12
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D. Stoliker — researcher profile on SciRah
Adeel Razi×9
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Adeel Razi — researcher profile on SciRah
Matthew D. Greaves×9
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Tamrin Barta — researcher profile on SciRah

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Gary F. Egan×6

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K. Preller — researcher profile on SciRah

F. Vollenweider×4

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