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ReRAM-aware Model Finetuning addressing I-V Non-linearity and Retention Errors

arXiv cs.LG · 4d ago Cached

Proposes a finetuning-based hardware-aware training algorithm to mitigate I-V non-linearity and retention errors in ReRAM crossbar arrays, enabling robust DNN deployment with minimal overhead. Evaluated on image classification and QA tasks, achieving near-baseline accuracy.

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