Fisher transfer entropy: quantifying the gain in transient sensitivity
journal contribution
posted on 2023-06-09, 01:26authored byMikhail Prokopenko, Lionel BarnettLionel Barnett, Michael Harré, Joseph T. Lizier, Oliver Obst, X. Rosalind Wang
We introduce a novel measure, Fisher transfer entropy (FTE), which quantifies a gain in sensitivity to a control parameter of a state transition, in the context of another observable source. The new measure captures both transient and contextual qualities of transfer entropy and the sensitivity characteristics of Fisher information. FTE is exemplified for a ferromagnetic two-dimensional lattice Ising model with Glauber dynamics and is shown to diverge at the critical point.
History
Publication status
Published
Journal
Proceedings of the Royal Society A: Mathematical, Physical and Engineering Science