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most citedDifferential Coding for Training-Free ANN-to-SNN Conversion

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cs.NE2026

Parallel Time-Aligned Spiking Self-Attention for Consistent Integer-Valued Training and Spike-Driven Inference

Peng Xue, Wei Fang, Kaiwei Che +4

Integer-valued leaky integrate-and-fire (I-LIF) neurons and spike firing approximation (SFA) reduce temporal training cost by representing spike trains as firing counts and normali…