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Benchmarks
Audio Classification on AudioMNIST 40-150-10 (test)
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95.23
Reference Accuracy
Spiker+
93.0356
93.6053
94.175
94.7447
Jun 12, 2026
Reference Accuracy
Hardware Accuracy
LUT Count
FF Count
DSP Count
BRAM Count
Power (mW)
Latency (ms)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Reference Accuracy
Hardware Accuracy
LUT Count
FF Count
DSP Count
BRAM Count
Power (mW)
Latency (ms)
Spiker+
Design=Spiker+, Networ...
2026.06
95.23
89.82
10,124
-
-
16
290
0.08
VQ4SNN
Design=Proposed, Confi...
2026.06
93.12
90.6
7,562
3,375
-
7.5
185
0.632
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