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. 2022 Mar 4;12:703797. doi: 10.3389/fneur.2021.703797

Table 6.

Estimated energies, number of arithmetic operations, and memory accesses for the CNN, RNN, and RF classifier.

Classifier Energy (μJ) Number of operations ( ×10 3 )
Total Operations Memory Arithmetic Memory
accesses operations accesses
CNN 7.01 2.19 4.81 488 963
RNN 8.04 3.15 4.89 772 978
RF 0.495 0.147 0.348 68.4 69.5