EDN

Hidden underflow in BF16 divider in mixed-precision FP designs

Floating-point computations dominate the landscape of all AI/ML compute but also in automotive, avionics and healthcare. While performance and compute errors dominated the landscape of floating-point ...
IEEE

A Hierarchical-Hybrid Floating-Point Compute-in-Memory Macro Using FP-DAC and FP-ADC for Edge-AI Devices

Abstract: The floating-point (FP) format offers superior precision compared to its integer counterpart for multiply-and-accumulate (MAC) computations. With the rapid progress of artificial ...
IEEE

Design and Implementation of Single Precision Floating-point Arithmetic Logic Unit for RISC Processor on FPGA

Abstract: The main purpose of conducting this research is to design and implement a single precision floating-point arithmetic logic unit (ALU) that considered as a part of the math coprocessor. The ...