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
52: Reservoir TE without significance testing & Lorenz task v3
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
51: Reservoir TE without significance testing & Mackey – Glass task v3
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
50: Reservoir TE without significance testing & NARMA task v3
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
49: Reservoir TE without significance testing & Memory capacity task v3
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
Reservoir embedding MC, MG, NARMA, Lorenz v2
47: Transfer entropy, Active information storage & Lyapunov exponent in NARMA, Mackey-Glass prediction, Lorenz attractor & Memory capacity task v2
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
