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| Generation | Architecture | Float Accuracy | Params |
|---|---|---|---|
| N3 | 700→1536→20 (rec, adLIF) | 91.0% | 3.47M |
| N2 | 700→512→20 (rec, adLIF) | 84.5% | 759K |
| N1 | 700→1024→20 (rec, LIF) | 85.9% | 1.79M |
1git clone https://github.com/catalyst-neuromorphic/catalyst-benchmarks.git
2cd catalyst-benchmarks
3pip install -e .
4
5# N3
6python shd/train.py --neuron adlif --hidden 1536 --epochs 200 --device cuda:0 --amp
7
8# N2
9python shd/train.py --neuron adlif --hidden 512 --epochs 200 --device cuda:0
10
11# N1
12python shd/train.py --neuron lif --hidden 1024 --epochs 200 --device cuda:0python shd/deploy.py --checkpoint shd_model.pt --threshold-hw 10001@misc{catalyst-benchmarks-2026,
2 author = {Shulayev Barnes, Henry},
3 title = {Catalyst Neuromorphic Benchmarks},
4 year = {2026},
5 url = {https://github.com/catalyst-neuromorphic/catalyst-benchmarks}
6}