Initial network setup
Estimators setup
ZOOM
46: Reservoir TE without significance testing & Lorenz task v2
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
45: Reservoir TE without significance testing & Mackey – Glass task v2
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
44: Reservoir TE without significance testing & NARMA task v2
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
43: Reservoir TE without significance testing & Memory capacity task v2
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
Reservoir embedding MC, MG, NARMA, Lorenz
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