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ResearchFormerly WizWand

Spiking Auditory Classification on SSC (test)

82.58AccuracyDelRec (rec. delays only)
62.695267.857673.0278.1824May 13, 2026
Updated 5mo ago

Evaluation results

MethodLinks
DelRec (rec. delays only)Recurrent connections=Yes, Network-level delay=Yes, Temporal resolution=5.6 ms, Number of parameters=0.37 M2026.0582.58
C-SiLIFRecurrent connections=No, Network-level delay=No, Temporal resolution=4 ms, Number of parameters=0.35 M, Learnable discretization timestep=Yes2026.0581.59
DH-SFNNRecurrent connections=No, Network-level delay=No, Temporal resolution=1 ms, Number of parameters=0.27 M2026.0581.03
DCLS-Delays (3L-2KC)Recurrent connections=No, Network-level delay=Yes, Temporal resolution=10 ms, Number of parameters=2.5 M2026.0580.69
SE-adLIFRecurrent connections=Yes, Network-level delay=No, Temporal resolution=4 ms, Number of parameters=1.6 M2026.0580.44
S5-RFRecurrent connections=Yes, Network-level delay=No, Temporal resolution=4 ms, Number of parameters=1.75 M2026.0578.8
FiTSRecurrent connections=No, Network-level delay=No, Temporal resolution=4 ms, Number of parameters=0.35 M2026.0578.23
cAdLIFRecurrent connections=No, Network-level delay=No, Temporal resolution=10 ms, Number of parameters=0.35 M2026.0577.5
RadLIFRecurrent connections=Yes, Network-level delay=No, Temporal resolution=10 ms, Number of parameters=3.9 M2026.0577.4
Plain LIFRecurrent connections=No, Network-level delay=No, Temporal resolution=4 ms, Number of parameters=0.35 M2026.0569.17
TC-LIFRecurrent connections=No, Network-level delay=No, Temporal resolution=5.6 ms, Number of parameters=0.11 M2026.0563.46