The Relationship between Sparseness and Energy Consumption of Neural Networks

Table 1

The value of and and the corresponding value of and .

All neurons ()	Active neurons ()		(normalized)	Ratio ()
100	50		1.000	50%
101	45		0.999	46%
104	40		0.986	38%
116	33		0.982	29%
119	32		0.996	27%
131	29		0.988	22%
143	27		1.034	19%
170	24		0.987	14%
199	22		0.993	11%
219	21		1.016	9.5%
276	19		1.030	6.9%
373	17		1.008	4.6%
558	15		0.993	2.7%
971	13		1.002	1.3%