Author

Jianhao Ding

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Preprint Aug 2026

Reducing ANN-SNN Conversion Error via Residual Membrane Potential Alignment

This work analyzes flaws of conventional conversion pipelines from residual membrane potential statistics and proposes a novel conversion strategy combining dynamic initial potential tuning and feature enhancement, which generalizes to ReLU CNNs, ANN Transformers, and multi-threshold SNN variants.

Zirui Chen, Zihan Huang, Tong Bu et al. · 0 citations