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2011

Generalized Measures of Information Transfer

Williams, Paul L., Beer, Randall D.

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Transfer entropy provides a general tool for analyzing the magnitudes and directions---but not the \emph{kinds}---of information transfer in a system.

We extend transfer entropy in two complementary ways.
First, we distinguish state-dependent from state-independent transfer, based on whether a source's influence depends on the state of the target.
Second, for multiple sources, we distinguish between unique, redundant, and synergistic transfer.

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