Mahdi Nazemi

Low-Precision Mixed-Computation Models for Inference on Edge

2024 · IEEE Transactions on Very Large Scale Integration (VLSI) Systems

This article presents a mixed-computation neural network processing approach for edge applications that incorporates low-precision (low-width) Posit and low-precision fixed point (FixP) number systems. This mixed-computation approach uses 4-bit Posit (Posit4), which has higher precision …