A hybrid SLC/MLC RRAM accelerator with gradient-redistribution fine-tuning keeps transformer accuracy while moving most weights into denser, more efficient MLC storage.
Xcel-ram: Accelerating binary neural networks in high-throughput sram compute arrays
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Hybrid SLC-MLC RRAM Mixed-Signal Processing-in-Memory Architecture for Transformer Acceleration via Gradient Redistribution
A hybrid SLC/MLC RRAM accelerator with gradient-redistribution fine-tuning keeps transformer accuracy while moving most weights into denser, more efficient MLC storage.