Mehdi Kamal

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 …

X-IMM: Mixed-Signal Iterative Montgomery Modular Multiplication

2024

In this paper, we present a mixed-signal implementation of iterative Montgomery multiplication algorithm (called X-IMM) for using in large arithmetic word size (LAWS) computations. LAWS is mainly utilized in security applications such as lattice-based cryptography, …