Nov 12, 2013 · We propose new measures of shared information, unique information and synergistic information that can be used to decompose the multi-information of a pair of ...
We propose new measures of shared information, unique information and synergistic information that can be used to decompose the mutual information of a pair ...
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Oct 22, 2024 · We propose new measures of shared information, unique information and synergistic information that can be used to decompose the ...
We propose new measures of shared information, unique information and synergistic information that can be used to decompose the mutual information of a pair ...
We propose new measures of shared information, unique information and synergistic information that can be used to decompose the mutual information of a pair ...
本次分享中，将从信息论的基本概念出发，分析生物系统和环境模型演化，重点介绍了多方的互信息可以分解为冗余、单独和协同信息。从互信息分解的角度我们可以很好的理解和定义 ...
Sep 21, 2017 · Recent work has proposed to quantify the unique component of the decomposition as the minimum value of the conditional mutual information over a constrained ...
Recent work has proposed to quantify the unique component of the decomposition as the minimum value of the conditional mutual information over a constrained set ...
Materials and Methods · Step 1: Construct Nearest-Neighbor Graphs. · Step 2: Construct Target Common Manifold. · Step 3: Perform CCA. · Step 4: Optimize the ...
In this work we present a method for estimating the unique information in continuous distributions, for the case of one versus two variables.