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Classification on SHD (val 20% of train set)

93.79AccuracyadLIF
85.272487.483789.69591.9063Mar 10, 2026

Evaluation results

MethodLinks
adLIFMemory Footprint / MBit=14.402026.0393.79
RSNN w/ learnable syn. delaysMemory Footprint / MBit=40.04†2026.0393.2
SNN w/ random dend. delaysMemory Footprint / MBit=7.17†2026.0390.1
DendroNNMemory Footprint / MBit=0.602026.0389.24
DendroNN (compressed)Memory Footprint / MBit=0.502026.0388.48
RSNNMemory Footprint / MBit=8.002026.0385.6