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Fisher transfer entropy: quantifying the gain in transient sensitivity

journal contribution
posted on 2023-06-09, 01:26 authored by Mikhail 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

ISSN

1364-5021

Publisher

The Royal Society Publishing

Issue

2184

Volume

471

Page range

20150610

Department affiliated with

  • Informatics Publications

Full text available

  • No

Peer reviewed?

  • Yes

Legacy Posted Date

2016-06-01

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