FPGAs: Automated Framework For Architecture-Space Exploration of Approximate Accelerators


A technical paper titled "autoXFPGAs: An End-to-End Automated Exploration Framework for Approximate Accelerators in FPGA-Based Systems" was published (preprint) by researchers at TU Wien, Brno University of Technology, and NYUAD. Abstract "Generation and exploration of approximate circuits and accelerators has been a prominent research domain exploring energy-efficiency and/or performance... » read more

RISC-V Gaining Traction


Part 1: Semiconductor Engineering sat down to discuss where and why RISC-V is doing well, with Zdenek Prikryl, CTO of Codasip; Helena Handschuh, a Rambus Security Technologies fellow; Louie De Luna, director of marketing at Aldec; Shubhodeep Roy Choudhury, CEO of Valtrix Systems; and Bipul Talukdar, North America director of applications engineering at SmartDV. What follows are excerpt of that ... » read more

Mostly Accurate Computing


“Approximate computing” is a new concept in computers, allowing them to perform calculations for certain tasks that don’t require perfect accuracy with the goal of improving efficiency and reducing energy consumption. But do the concepts apply when it comes to managing power? And is there a philosophical approach when it comes to thinking about power management? To a large extent, that... » read more

Power/Performance Bits: Dec. 31


Approximate computing With the potential to double efficiency and reduce energy consumption, Purdue University and NEC Laboratories America researchers are developing computers capable of "approximate computing" to perform calculations good enough for certain tasks that don't require perfect accuracy. The need for approximate computing is driven by a fundamental shift in the nature of compu... » read more