Publications

You can also browse my Google Scholar profile or ORCID.

Journal Articles

2020

C. Finn, and J.T. Lizier.
Generalised Measures of Multivariate Information Content.
Entropy, 22(2):216, 2020.
[Journal] [Preprint] [Editor's Choice]

2019

P. Wollstadt, J.T. Lizier, R. Vicente, C. Finn, M. Martinez-Zarzuela, P.A.M. Mediano, L. Novelli, and M. Wibral.
IDTxl: The Information Dynamics Toolkit xl: a Python package for the efficient analysis of multivariate information dynamics in networks.
Journal of Open Source Software, 4(34):1081, 2019.
[Journal] [Preprint] [Project]

2018

C. Finn, and J.T. Lizier.
Pointwise Partial Information Decomposition Using the Specificity and Ambiguity Lattices.
Entropy, 20(4):297, 2018.
[Journal] [Preprint] [Award] [Editor's Choice]

2018

C. Finn, and J.T. Lizier.
Probability Mass Exclusions and the Directed Components of Mutual Information.
Entropy, 20(11):826, 2018.
[Journal] [Preprint]

2018

J.T. Lizier, M.S. Harre, M. Mitchell, S. DeDeo, C. Finn, K. Lindgren, A.L. Lizier, H. Sayama.
An interview based study of pioneering experiences in teaching and learning Complex Systems in Higher Education.
Complexity, 7306871, 2018.
[Journal] [Preprint]

2017

M. Wibral, C. Finn, P. Wollstadt, J.T. Lizier, and V. Priesemann.
Quantifying Information Modification in Developing Neural Networks via Partial Information Decomposition.
Entropy, 19(9):494, 2017.
[Journal]

Conference Proceedings

2018

C. Finn, and J.T. Lizier.
Quantifying Information Modification in Cellular Automata Using Pointwise Partial Information Decomposition.
Artificial Life Conference Proceedings, 386-387, 2018.
[Proceedings]

Theses

2020

C. Finn.
A New Framework for Decomposing Multivariate Information.
PhD thesis, University of Sydney, 2020.
[Library]

2014

C. Finn.
An Information-Theoretic Approach to the Decomposition of Entropy in Cellular Automata.
MSc mini-thesis, University of Warwick, 2014.

2014

C. Finn.
Towards a Dynamic Method of Fundamental Solutions for Computational Efficient Micro-Fluid Droplet Simulations.
MSc mini-thesis, University of Warwick, 2014.

2013

C. Finn.
Numerical Evaluation of the Eigenvalues and Eigenfunctions of the Spin-Weighted Spheroidal Differential Equation.
MSc thesis, University College Dublin, 2013.

2012

C. Finn.
Chaotic Control Theory Applied to the Chirikov Standard Map.
BSc thesis, University College Dublin, 2012.