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Benchmarks
Hardware Utilization and Performance on MNIST Base 784-128-10 (test)
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96.83
Reference Accuracy
Spiker+
95.4572
95.8136
96.17
96.5264
Jun 12, 2026
Reference Accuracy
HW Accuracy
LUTs
FFs
DSPs
BRAMs
Power (mW)
Latency (ms)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Reference Accuracy
HW Accuracy
LUTs
FFs
DSPs
BRAMs
Power (mW)
Latency (ms)
Spiker+
Design=Spiker+, Networ...
2026.06
96.83
93.85
4,314
3,298
-
18
180
0.78
VQ4SNN
Design=Proposed, Confi...
2026.06
96.35
95.29
7,055
3,606
-
8.5
158
0.246
ModNEF
Design=ModNEF, Network...
2026.06
95.51
95.76
5,947
3,060
-
42.5
141
0.115
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