Leonardo Novelli

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 7

Top Topics

Exact Inference

Granger Causality

Mutual Information

Top Venues

J. Open Source Softw.

Publications

Leonardo Novelli, Karl J. Friston, Adeel Razi
Spectral Dynamic Causal Modelling: A Didactic Introduction and its Relationship with Functional Connectivity. CoRR (2023)
Oliver M. Cliff, Leonardo Novelli, Ben D. Fulcher, James M. Shine, Joseph T. Lizier
Exact Inference of Linear Dependence Between Multiple Autocorrelated Time Series. CoRR (2020)
Leonardo Novelli, Joseph T. Lizier
Inferring network properties from time series via transfer entropy and mutual information: validation of bivariate versus multivariate approaches. CoRR (2020)
Patricia Wollstadt, Joseph T. Lizier, Raul Vicente, Conor Finn, Mario Martínez-Zarzuela, Pedro A. M. Mediano, Leonardo Novelli, Michael Wibral
IDTxl: The Information Dynamics Toolkit xl: a Python package for the efficient analysis of multivariate information dynamics in networks. J. Open Source Softw. 4 (34) (2019)
Leonardo Novelli, Patricia Wollstadt, Pedro A. M. Mediano, Michael Wibral, Joseph T. Lizier
Large-scale directed network inference with multivariate transfer entropy and hierarchical statistical testing. CoRR (2019)
Leonardo Novelli, Fatihcan M. Atay, Jürgen Jost, Joseph T. Lizier
Deriving pairwise transfer entropy from network structure and motifs. CoRR (2019)
Patricia Wollstadt, Joseph T. Lizier, Raul Vicente, Conor Finn, Mario Martínez-Zarzuela, Pedro A. M. Mediano, Leonardo Novelli, Michael Wibral
IDTxl: The Information Dynamics Toolkit xl: a Python package for the efficient analysis of multivariate information dynamics in networks. CoRR (2018)