The directional indices of information flow

Accession:144476
Two algorithms measure the directional indices of information flow between two time series. Evolution map approach(EMA)--Rosenblum, M. G. and A. S. Pikovsky (2001) Mutual information (IM)--Palus, M. and A. Stefanovska (2003)
Tool Information (Click on a link to find other Tools with that property)
Tool Type: Neuroscience;
Simulation Environment: MATLAB;
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EMA_IM
readme.txt
EMA.m
IM.m
pdf.m
cal_ent.m
                            
This code for Evolution map approach (EMA) and Mutual Information (IM)
is associated with the following papers

Rosenblum MG, Pikovsky AS. (2001) Detecting direction of coupling in
interacting oscillators. Phys Rev E Stat Nonlin Soft Matter Phys.
64(4 Pt 2):045202.

Palus M, Stefanovska A. (2003) Direction of coupling from phases of
interacting oscillators: an information-theoretic approach.  Phys Rev
E Stat Nonlin Soft Matter Phys. 2003 May;67(5 Pt 2):055201.

and was developed by Chenguang Zheng, and Mei Zhang & Chenguang Zheng,
College of Life Science, Nankai University, P.R.China

This code was contributed by Chenguang Zheng.