Keyword Classification on SSC v1.0 (test)
20,430Number of SpikesSiLIF
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SiLIFNb. steps=300, # Params=0.35M, # Buffer size=2k2026.02 | 20,430 | — | — | |
| DCLS-Axonal-DelaysNb. steps=100, # Params=0.61M, # Buffer size=62k (62k), delay sparsity (η)=0.8, weight sparsity (κ)=0.6, H=8302026.02 | 17,430 | — | — | |
| DCLS-Synaptic-DelaysNb. steps=100, # Params=1.2M, # Buffer size=24M (24M)2026.02 | 11,890 | — | — | |
| DCLS-Synaptic-Delays*Nb. steps=100, # Params=1.2M, # Buffer size=8M (8M), dmax=112026.02 | 10,970 | — | — | |
| DCLS-Dendritic-DelaysNb. steps=100, # Params=0.61M, # Buffer size=88k (265k), dmax=152026.02 | 10,820 | — | — | |
| DCLS-Dendritic-DelaysNb. steps=100, # Params=0.61M, # Buffer size=151k (505k), dmax=312026.02 | 10,820 | — | — | |
| DCLS-Axonal-DelaysNb. steps=100, # Params=0.61M, # Buffer size=71k (71k), dmax=312026.02 | 10,790 | — | — | |
| DCLS-Axonal-DelaysNb. steps=100, # Params=0.61M, # Buffer size=38k (38k), delay sparsity (η)=0.82026.02 | 10,530 | — | — | |
| DCLS-Axonal-DelaysNb. steps=100, # Params=0.36M, # Buffer size=38k (38k), delay sparsity (η)=0.8, weight sparsity (κ)=0.62026.02 | 10,440 | — | — | |
| DCLS-Axonal-DelaysNb. steps=100, # Params=0.61M, # Buffer size=48k (48k), dmax=152026.02 | 10,210 | — | — | |
| d-cAdLIF (synaptic delays)Nb. steps=100, # Params=0.7M, # Buffer size=8M (8M)2026.02 | 5,320 | — | — | |
| cAdLIFNb. steps=100, # Params=0.35M, # Buffer size=2k2026.02 | 3,990 | 0.775 | — |