Table 4.

Average mutual information values results for the proposed method against conventional methods for all electrodes using simulated EEG data.

Electrode location	Proposed	ICA	Regression	wICA	REGICA
Fp1	1.6398	0.9039	0.2651	1.4421	0.2259
Fp2	1.5366	0.9988	0.2342	1.3944	0.2690
F3	1.9059	1.4578	0.7306	1.8121	0.6418
F4	1.8062	1.4285	0.5596	1.7177	0.6026
F7	1.9909	1.8399	1.0204	1.8886	1.0216
F8	1.8728	1.7351	0.8462	1.7651	0.9651
Fz	1.9224	1.9765	1.0893	1.8303	1.2459
C3	1.9617	1.9696	0.8580	1.8864	1.2405
C4	1.9550	2.0387	1.1039	1.9239	1.3584
Cz	1.9929	2.0350	0.9358	1.9143	1.3500
T7	1.7554	1.2134	0.4181	1.6996	0.3862
T8	1.7768	1.2044	0.3557	1.5369	0.3581
P7	1.9318	1.5764	0.6672	1.8447	0.6997
P8	1.7724	1.5598	0.4813	1.6181	0.6670
P3	1.9143	1.7891	0.9618	1.8756	1.1355
P4	1.8039	1.8235	0.7050	1.7417	1.1603
Pz	1.8732	1.3261	0.6534	1.7142	0.5122
O1	1.9088	1.7704	0.9169	1.7895	0.9032
O2	1.9677	2.0576	1.1030	1.8811	1.2322