Spiking Audio Classification on SHD bS=1, bT=4 (test)
38.4AccuracyTime-const.
Evaluation Results
| Method | Links | |
|---|---|---|
| Time-const.Model Adaptation=Time-const., Architecture=adLIF2024.11 | 38.4 | |
| ExpectationModel Adaptation=Expectation, Architecture=adLIF2024.11 | 34.3 | |
| IntegralModel Adaptation=Integral, Architecture=adLIF2024.11 | 34.3 | |
| ExpectationModel Adaptation=Expectation, Architecture=RadLIF2024.11 | 29.3 | |
| IntegralModel Adaptation=Integral, Architecture=RadLIF2024.11 | 29.3 | |
| NoneModel Adaptation=None, Architecture=adLIF2024.11 | 18.4 | |
| NoneModel Adaptation=None, Architecture=RadLIF2024.11 | 13 | |
| Time-const.Model Adaptation=Time-const., Architecture=RadLIF2024.11 | 11.2 | |
| EulerModel Adaptation=Euler, Architecture=adLIF2024.11 | 5.8 | |
| EulerModel Adaptation=Euler, Architecture=RadLIF2024.11 | 5.7 |