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Benchmarks
Machinery Fault Detection on MFD
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0.361
Energy per Inference (mJ)
Loihi 2 (SNN)
-0.17256
3.42897
7.0305
10.63203
Apr 29, 2026
Energy per Inference (mJ)
Energy Reduction Factor
Density (ρ)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Energy per Inference (mJ)
Energy Reduction Factor
Density (ρ)
Loihi 2 (SNN)
Hardware=Loihi 2, Mode...
2026.04
0.361
38
-
SpiNNaker 2 (SNN)
Hardware=SpiNNaker 2,...
2026.04
0.442
31
-
EdgeSpike
Hardware=Cortex-M4, Mo...
2026.04
1.96
7
22.3
CNN
Hardware=Cortex-M4, Pr...
2026.04
13.7
-
-
CNN (Cortex-M4, INT8)
Hardware=Cortex-M4, Mo...
2026.04
13.7
-
-
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