IEEE

Approximate Arithmetic Circuits Enabling Energy-Efficient Edge Computing

Abstract: Approximate Computing (AxC) has emerged as a powerful technique for enabling efficient AI/ML workloads on resourceconstrained edge devices. By judiciously introducing controlled inaccuracies ...
GitHub

SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning

Natural Language to SQL (NL2SQL) enables intuitive interactions with databases by transforming natural language queries into structured SQL statements. Despite recent advancements in enhancing ...
People

Waymo Exec Reveals Company Uses Remote Workers in the Philippines to Assist Autonomous Vehicles

The company's chief safety officer testified before lawmakers on Wednesday, Feb. 4, less than two weeks after a child was hit by a Waymo vehicle Smith Collection/Gado/Getty An executive at Waymo has ...
IEEE

Design, Model, and Explore Approximate Arithmetic Operators with AI/ML: A Tutorial

Approximate Computing (AxC) is being actively explored to meet the energy and performance requirements of resource-constrained embedded systems. Approximate arithmetic operators (AxOs), for instance, ...