h2>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

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

M-G

Parameters with max counts

 

Lorenz

Parameters with max counts

 

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