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20242026
most citedMixed-precision Neural Networks on RISC-V Cores: ISA extensions for Multi-Pumped Soft SIMD Operations

18 citations · 18 across the 6 of their papers we have counts for

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cs.LG2025

MaRVIn: A Cross-Layer Mixed-Precision RISC-V Framework for DNN Inference, from ISA Extension to Hardware Acceleration

Giorgos Armeniakos, Alexis Maras, Sotirios Xydis +1

The evolution of quantization and mixed-precision techniques has unlocked new possibilities for enhancing the speed and energy efficiency of NNs. Several recent studies indicate th…