. 2014 Jan 15;14(1):1474–1496. doi: 10.3390/s140101474

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