Path Weight Sampling: Exact Monte Carlo Computation of the Mutual Information between Stochastic Trajectories

Most natural and engineered information-processing systems transmit information via signals that vary in time. Computing the information transmission rate or the information encoded in the temporal characteristics of these signals requires the mutual information between the input and output signals...

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Bibliographic Details
Main Authors: Manuel Reinhardt, Gašper Tkačik, Pieter Rein ten Wolde
Format: Article
Language:English
Published: American Physical Society 2023-10-01
Series:Physical Review X
Online Access:http://doi.org/10.1103/PhysRevX.13.041017