41: Reservoir TE without significance testing & NARMA prediction task

Initial network setup

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All 4 instances share the same initial W and Win matrices

Estimators setup

Transfer entropy

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Active information storage

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TE matrix

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Significance test for differences in mean square error (MSE) using Wilcoxon signed-rank test

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Reservoir TE distribution

 

AIS

 

Source files:

NARMATEsigNumba.py
NARMATEnormalizedSigNumba.py
NARMATEOGSigNumba_n.py
NARMATEONSigNumba_n.py