845 citations · 1.2k across the 4 of their papers we have counts for
4 papers
Hierarchical Clustering Using Mutual Information
Alexander Kraskov, Harald Stoegbauer, Ralph G. Andrzejak +1
We present a method for hierarchical clustering of data called {\it mutual information clustering} (MIC) algorithm. It uses mutual information (MI) as a similarity measure and expl…
On the performance of different synchronization measures in real data: a case study on EEG signals
R. Quian Quiroga, A. Kraskov, T. Kreuz +1
We study the synchronization between left and right hemisphere rat EEG channels by using various synchronization measures, namely non-linear interdependences, phase-synchronization…
Scaling of waves in the Bak-Tang-Wiesenfeld sandpile model
D. V. Ktitarev, S. Lubeck, P. Grassberger +1
We study probability distributions of waves of topplings in the Bak-Tang-Wiesenfeld model on hypercubic lattices for dimensions D>=2. Waves represent relaxation processes which do…
Learning Driver-Response Relationships from Synchronization Patterns
R. Quian Quiroga, J. Arnhold, P. Grassberger
We test recent claims that causal (driver/response) relationships can be deduced from interdependencies between simultaneously measured time series. We apply two recently proposed…