Alexander Kraskov
Forschungszentrum Jülich
1 paper in the Anchorcite directory, published in 2004, cited 4,235 times in total.
ORCID profileResearch topics
- Neural dynamics and brain function · 1 paper
- Neural Networks and Applications · 1 paper
- Blind Source Separation Techniques · 1 paper
Frequent co-authors
- Harald Stögbauer · 1 paper
- Peter Grassberger · 1 paper
Papers
- Estimating mutual informationPhysical Review E · 2004 · 4,235 citations
We present two classes of improved estimators for mutual information M(X,Y), from samples of random points distributed according to some joint probability density mu(x,y). In contrast to conventional estimators based on binnings, they are based on entropy estimates from k…
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