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...
Main Authors: | , , |
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Format: | Article |
Language: | English |
Published: |
American Physical Society
2023-10-01
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Series: | Physical Review X |
Online Access: | http://doi.org/10.1103/PhysRevX.13.041017 |