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Mutual Information In probability theory and information theory 1.0

  Date Added: September 03, 2013  |  Visits: 212

Mutual Information In probability theory and information theory

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The definition of mutual information could resort to wiki:http://en.wikipedia.org/wiki/Mutual_informationFor marginal mutual information, we say it is :I(A,B)=sum sum P(A,B) log[P(A,B)/P(A)P(B)]For conditional mutual information, we say it is :I(A,B|C)=sum sum P(A,B|C) log[P(A,B|C)/P(A|C)P(B|C)]For mutual information matric, we say it is: the matric saves all pairs of I(A,B)Please refer to "ControlCentor.m", we have a simple example for you understanding. If there is any question, please let me know, i will help you as soon as possible.PS: fast mex programming functions are provided for advance users here too

Requirements: No special requirements
Platforms: Matlab
Keyword: Advance Question Quotcontrolcentormquot Refer Simple Understanding Users
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License: Shareware Size: 10 KB
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