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. 2018 Mar 28;12:160. doi: 10.3389/fnins.2018.00160

Table 2.

Memory and energy requirements for fixed number of bins method (1B,2B).

Bins/ Sample 5 10 20 30
Memory Required (Feature Extraction) (Kbits) 213 215 219 223
Memory Required (ELM Layer 2) (Kbits) 132 132 132 132
No.of Ops/sample (Feature Extraction) (Kops) 11 11 11 11
No. of MACs/sample (ELM Layer 1) (KMACs) 405 810 1,620 2,430
No. of MACs/sample (ELM Layer 2) (KMACs) 18 18 18 18
Energy Required (nJ/sample) 3,061 3,251 3,632 4,013