Classification on Event-based Classification Dataset
92.3AccuracyOurs (base)
Evaluation results
| Method | Links | |
|---|---|---|
| Ours (base)Device/Board=Zynq ZCU104, LUT=81,567, FF=47,699, BRAM=70, DSP=318, Frequency=200 MHz, Latency [µs]=8 (179), Power [W]=1.20 (3.94)2025.03 | 92.3 | |
| Ours (tiny)Device/Board=Zynq ZCU104, LUT=34,474, FF=23,713, BRAM=28, DSP=106, Frequency=200 MHz, Latency [µs]=4 (175), Power [W]=1.05 (3.79)2025.03 | 88.78 | |
| MatinizadehDevice/Board=Zynq ZCU104, LUT=149,760, FF=92,160, BRAM=75, Frequency=100 MHz, Peak power [W]=1.6292025.03 | 87.8 | |
| CarpegnaDevice/Board=Zynq Z7-20, Logic cells=18,268, BRAM=51, Frequency=100 MHz, Latency [µs]=540, Power [W]=0.432025.03 | 72.99 |