Initial network setup

All 4 instances share the same initial W and Win matrices

Estimators setup

Transfer entropy

Active information storage

Measures

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

Reservoir TE distribution

AIS

Initial network setup

All 4 instances share the same initial W and Win matrices

Estimators setup

Transfer entropy

Active information storage

TE matrix

 

Measures

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

Reservoir TE distribution

 

AIS

 

Initial network setup

All 4 instances share the same initial W and Win matrices

Estimators setup

Transfer entropy

Active information storage

Measures

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

Reservoir TE distribution

AIS

Initial network setup

All 4 instances share the same initial W and Win matrices

Estimators setup

Transfer entropy

Active information storage

TE matrix

 

 

 

Measures

Significance test for differences in MC using Mann-Whitney rank test. Sample size N=100.

Reservoir TE distribution

 

AIS

 

Initial network setup

Memory capacity task

Parameters with max counts

 

NARMA

Parameters with max counts

Mackey – Glass

Parameters with max counts

Lorenz

Parameters with max counts

Initial network setup

Estimators setup

ZOOM

Initial network setup

All 4 instances share the same initial W and Win matrices

Estimators setup

Transfer entropy

Active information storage

TE matrix

Measures

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

Reservoir TE distribution

AIS

Initial network setup

All 4 instances share the same initial W and Win matrices

Estimators setup

Transfer entropy

Active information storage

TE matrix

 

 

Measures

TE matrix

in 42 for Mackey – Glass scaled 0.9 setup there are two nodes. So I tried the second most frequent one.

Estimators setup

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

Differences in mean square error (MSE) of Scaled 0.5 – Scaled 0.9 – OG – ON  using Friedman test gives p-value=0.3172

Reservoir TE distribution

AIS

Initial network setup

All 4 instances share the same initial W and Win matrices

Estimators setup

Transfer entropy

Active information storage

TE matrix

 

Measures

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

Reservoir TE distribution

 

AIS

Initial network setup

All 4 instances share the same initial W and Win matrices

Estimators setup

Transfer entropy

Active information storage

TE matrix

 

Measures

Reservoir TE distribution

 

AIS