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Ling-Zi Zhang

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Open access Sep 2026

Noise-aware fine-tuning as a hardware noise margin: Cross-layer co-design for robust low bit RRAM in-memory computing toward space-borne edge inference

Noise-aware fine-tuning is established as an effective primitive for low bit RRAM CIM across the four activations and bit widths tested on this hardware platform, toward future space-borne edge systems.

Yang Tian, Du-Nan Hu, Ling-Zi Zhang et al. · 0 citations

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