Spiking Audio Classification on SHD 700-200-20 (test)
75.44Ref. AccuracySpiker+
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Spiker+Design=Spiker+, Network Type=FC-FF-R, Weight bits=F(6)/R(5), Memb. Potential bits=8, Spikes time-steps=1002026.06 | 75.44 | 72.99 | 18,268 | — | — | 51 | 430 | 0.54 | |
| VQ4SNNDesign=Proposed, Config=L1:d=4 k=2^11, Network Type=FC-FF-R, Weight bits=7, Memb. Potential bits=14, Spikes time-steps=1002026.06 | 73 | 72 | 13,628 | 5,686 | — | 19.5 | 250 | 2.412 |