Spiking Audio Classification on SHD bS=1, bT=3 (test)
0.55AccuracyTime-const.
Evaluation Results
| Method | Links | |
|---|---|---|
| Time-const.Model Adaptation=Time-const., Architecture=adLIF2024.11 | 0.55 | |
| ExpectationModel Adaptation=Expectation, Architecture=adLIF2024.11 | 0.52 | |
| IntegralModel Adaptation=Integral, Architecture=adLIF2024.11 | 0.52 | |
| ExpectationModel Adaptation=Expectation, Architecture=RadLIF2024.11 | 0.456 | |
| IntegralModel Adaptation=Integral, Architecture=RadLIF2024.11 | 0.456 | |
| NoneModel Adaptation=None, Architecture=adLIF2024.11 | 0.267 | |
| NoneModel Adaptation=None, Architecture=RadLIF2024.11 | 0.215 | |
| Time-const.Model Adaptation=Time-const., Architecture=RadLIF2024.11 | 0.195 | |
| EulerModel Adaptation=Euler, Architecture=RadLIF2024.11 | 0.073 | |
| EulerModel Adaptation=Euler, Architecture=adLIF2024.11 | 0.071 |