416 citations · 2.3k across the 30 of their papers we have counts for
32 papers
Estimating measures of information processing during cognitive tasks using functional magnetic resonance imaging
Chetan Gohil, Oliver M. Cliff, James M. Shine +2
Cognition is increasingly framed in terms of information processing, yet most fMRI analyses focus on activation or functional connectivity rather than quantifying how information i…
Cross Mutual Information
Chetan Gohil, Oliver M Cliff, James M. Shine +2
Mutual information (MI) is a useful information-theoretic measure to quantify the statistical dependence between two random variables: and . Often, we are interested in unde…
Unifying concepts in information-theoretic time-series analysis
Annie G. Bryant, Oliver M. Cliff, James M. Shine +2
Information theory is a powerful framework for quantifying complexity, uncertainty, and dynamical structure in time-series data, with widespread applicability across disciplines su…
Biological arrow of time: Emergence of tangled information hierarchies and self-modelling dynamics
Mikhail Prokopenko, Paul C. W. Davies, Michael Harré +6
We study open-ended evolution by focusing on computational and information-processing dynamics underlying major evolutionary transitions. In doing so, we consider biological organi…
A feature-based information-theoretic approach for detecting interpretable, long-timescale pairwise interactions from time series
Aria Nguyen, Oscar McMullin, Joseph T. Lizier +1
Quantifying relationships between components of a complex system is critical to understanding the rich network of interactions that characterize the behavior of the system. Traditi…
On the information-theoretic formulation of network participation
Pavle Cajic, Dominic Agius, Oliver M. Cliff +3
The participation coefficient is a widely used metric of the diversity of a node's connections with respect to a modular partition of a network. An information-theoretic formulatio…