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
41: Reservoir TE without significance testing & NARMA prediction task
Initial network setup
All 4 instances share the same initial W and Win matrices
Estimators setup
Transfer entropy
Active information storage
TE matrix
Significance test for differences in mean square error (MSE) using Wilcoxon signed-rank test
Reservoir TE distribution
AIS
Source files:
NARMATEsigNumba.py
NARMATEnormalizedSigNumba.py
NARMATEOGSigNumba_n.py
NARMATEONSigNumba_n.py
40: Reservoir TE without significance testing & Memory capacity task
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
Source files:
TEMCsigNumba_n.py
TEMCnormalizedSigNumba_n.py
TEMCOGSigNumba_n.py
TEMCONSigNumba_n.py
39: Reservoir TE with significance testing & NARMA prediction task
Initial network setup
Estimators setup
Significance test for differences in mean square error (MSE) using Wilcoxon signed-rank test
Reservoir TE distribution
AIS
Source files:
NARMATEsigNumba.py
NARMATEnormalizedSigNumba.py
NARMATEOGSigNumba_n.py
NARMATEONSigNumba_n.py
38: Reservoir TE with significance testing & Memory capacity task
Initial network setup
Estimators setup
Reservoir TE distribution
AIS
Source files:
TEMCsigNumba_n.py
TEMCnormalizedSigNumba_n.py
TEMCOGSigNumba_n.py
TEMCONSigNumba_n.py
Reservoir embedding examination continued
Unscaled reservoir
Initial network setup
Scaled reservoir
Initial network setup
OG reservoir
Initial network setup
ON reservoir
Initial network setup
Source files:
embeddingLorenz_n.py
embeddingMC_n.py
embeddingMG_n.py
embeddingNARMA_n.py
36: Reservoir TE with significance testing & Lorenz system task
Estimators setup
Significance test for differences in mean square error (MSE) using Wilcoxon signed-rank test
Reservoir TE distribution
AIS
Zdrojaky:
LorenzTEsig.py
LorenzTEnormalizedSig.py
LorenzTEOGSig_n.py
LorenzTEONSig_n.py
35: Reservoir TE with significance testing & Mackey-Glass prediction task
Estimators setup
Significance test for differences in mean square error (MSE) using Wilcoxon signed-rank test
Reservoir TE distribution
AIS
Zdrojaky:
MGTESig.py
MGTEnormalizedSig.py
MGTEOGSig_n.py
MGTEONSig_n.py
