Leonardo Novelli

According to our database, Leonardo Novelli authored at least 6 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Spectral Dynamic Causal Modelling: A Didactic Introduction and its Relationship with Functional Connectivity.

Leonardo Novelli, Karl J. Friston, Adeel Razi

CoRR, 2023

2020

Inferring network properties from time series via transfer entropy and mutual information: validation of bivariate versus multivariate approaches.

Leonardo Novelli, Joseph T. Lizier

CoRR, 2020

Exact Inference of Linear Dependence Between Multiple Autocorrelated Time Series.

Oliver M. Cliff, Leonardo Novelli, Ben D. Fulcher, James M. Shine, Joseph T. Lizier

CoRR, 2020

2019

IDTxl: The Information Dynamics Toolkit xl: a Python package for the efficient analysis of multivariate information dynamics in networks.

Patricia Wollstadt, Joseph T. Lizier, Raul Vicente, Conor Finn, Mario Martínez-Zarzuela, Pedro A. M. Mediano, Leonardo Novelli, Michael Wibral

J. Open Source Softw., 2019

Deriving pairwise transfer entropy from network structure and motifs.

Leonardo Novelli, Fatihcan M. Atay, Jürgen Jost, Joseph T. Lizier

CoRR, 2019

Large-scale directed network inference with multivariate transfer entropy and hierarchical statistical testing.

Leonardo Novelli, Patricia Wollstadt, Pedro A. M. Mediano, Michael Wibral, Joseph T. Lizier

CoRR, 2019