Neuromorphic hardware acceleration on SNN hardware workloads
0.09SOP Energy (pJ/SOP)LD-LIF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LD-LIFTech. (nm)=65, Supp. (V)=0.9^1, Freq. (MHz)=142, Computing=Digital, W. bit #=4, Neuron type=LD-LIF2026.03 | 0.09 | 20.7 | |
| TCASAI’25Tech. (nm)=180, Supp. (V)=1.8, Freq. (MHz)=150, Computing=Mixed-Signal, W. bit #=3, Neuron type=Stochastic LIF2026.03 | 0.1 | 1.3 | |
| VLSI’23Tech. (nm)=28, Supp. (V)=0.55-0.9, Freq. (MHz)=30-240, Computing=Digital, W. bit #=4, Neuron type=LIF2026.03 | 1.04 | 0.96 | |
| JSSC’24Tech. (nm)=28, Supp. (V)=0.56-0.9, Freq. (MHz)=40-210, Computing=Digital, W. bit #=8-10, Neuron type=LIF2026.03 | 1.5 | 0.3 |