Spiking Audio Classification on SHD bS=1, bT=10 (test)
17.3AccuracyTime-const.
Evaluation Results
| Method | Links | |
|---|---|---|
| Time-const.Model Adaptation=Time-const., Architecture=adLIF2024.11 | 17.3 | |
| ExpectationModel Adaptation=Expectation, Architecture=adLIF2024.11 | 14.4 | |
| IntegralModel Adaptation=Integral, Architecture=adLIF2024.11 | 14.4 | |
| NoneModel Adaptation=None, Architecture=adLIF2024.11 | 10.7 | |
| ExpectationModel Adaptation=Expectation, Architecture=RadLIF2024.11 | 9 | |
| IntegralModel Adaptation=Integral, Architecture=RadLIF2024.11 | 9 | |
| NoneModel Adaptation=None, Architecture=RadLIF2024.11 | 8.2 | |
| Time-const.Model Adaptation=Time-const., Architecture=RadLIF2024.11 | 6.8 | |
| EulerModel Adaptation=Euler, Architecture=adLIF2024.11 | 6.2 | |
| EulerModel Adaptation=Euler, Architecture=RadLIF2024.11 | 4.7 |