Table 1.

Energy consumption and reconstruction accuracy for all frameworks. BCI, brain computer interface.

CR		8:1	6:1	5:1	4:1	3.5:1	3:1	2.5:1	2:1
Energy Consumption
Cycle Count	Proposed	502,200	507,690	512,448	519,402	524,526	531,480	542,757	557,477
	BSBL	429,486	429,486	429,486	429,486	429,486	429,486	429,486	429,486
	JPEG2000	4,908,731	4,908,367	4,908,055	4,907,535	4,907,171	4,906,703	4,905,975	4,904,831
Run Time	Proposed	68.11 ms	68.86 ms	69.50 ms	70.45 ms	71.14 ms	72.08 ms	73.61 ms	75.61 ms
	BSBL	58.25 ms	58.25 ms	58.25 ms	58.25 ms	58.25 ms	58.25 ms	58.25 ms	58.25 ms
	JPEG2000	665.8 ms	665.7 ms	665.7 ms	665.6 ms	665.6 ms	665.5 ms	665.4 ms	665.3 ms
Computation Energy	Proposed	1.55 mJ	1.56 mJ	1.58 mJ	1.60 mJ	1.61 mJ	1.64 mJ	1.67 mJ	1.72 mJ
	BSBL	1.32 mJ	1.32 mJ	1.32 mJ	1.32 mJ	1.32 mJ	1.32 mJ	1.32 mJ	1.32 mJ
	JPEG2000	15.11 mJ	15.11 mJ	15.11 mJ	15.11 mJ	15.11 mJ	15.11 mJ	15.10 mJ	15.10 mJ
Computation + Transmission Energy	Proposed	1.99 mJ	2.15 mJ	2.29 mJ	2.48 mJ	2.62 mJ	2.82 mJ	3.08 mJ	3.49 mJ
	BSBL	1.76 mJ	1.91 mJ	2.03 mJ	2.20 mJ	2.33 mJ	2.50 mJ	2.73 mJ	3.09 mJ
	JPEG2000	15.55 mJ	15.70 mJ	15.82 mJ	15.99 mJ	16.12 mJ	16.29 mJ	16.51 mJ	16.87 mJ
Reconstruction Accuracy
NMSE (BCI Dataset)	Proposed	0.3136	0.2171	0.1661	0.1127	0.0856	0.0580	0.0328	0.0108
	BSBL	0.5012	0.3723	0.3124	0.2273	0.1910	0.1554	0.1251	0.0919
	JPEG2000	0.1159	0.0910	0.0770	0.0612	0.0527	0.0435	0.0333	0.0220
NMSE (Seizure Dataset)	Proposed	0.6471	0.5049	0.4247	0.3244	0.2746	0.2106	0.1410	0.0743
	BSBL	0.6689	0.5381	0.4610	0.3538	0.3076	0.2613	0.2126	0.1597
	JPEG2000	0.1967	0.1504	0.1246	0.0971	0.0825	0.0675	0.0517	0.0351
NMSE (Sleep Dataset)	Proposed	0.3048	0.1754	0.1133	0.0628	0.0430	0.0248	0.0125	0.0036
	BSBL	0.4260	0.2983	0.2352	0.1514	0.1189	0.0913	0.0644	0.0404
	JPEG2000	0.0568	0.0344	0.0243	0.0156	0.0118	0.0084	0.0055	0.0030