81 citations · 273 across the 10 of their papers we have counts for
Showing 2017Show all
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q-bio.NC2017★ 7 cited
The identity of information: how deterministic dependencies constrain information synergy and redundancy
Daniel Chicharro, Giuseppe Pica, Stefano Panzeri
Understanding how different information sources together transmit information is crucial in many domains. For example, understanding the neural code requires characterizing how dif…
physics.data-an2017★ 2 cited
Quantifying multivariate redundancy with maximum entropy decompositions of mutual information
Daniel Chicharro
Williams and Beer (2010) proposed a nonnegative mutual information decomposition, based on the construction of redundancy lattices, which allows separating the information that a s…
cs.IT2017★ 56 cited
Invariant components of synergy, redundancy, and unique information among three variables
Giuseppe Pica, Eugenio Piasini, Daniel Chicharro +1
In a system of three stochastic variables, the Partial Information Decomposition (PID) of Williams and Beer dissects the information that two variables (sources) carry about a thir…