R Venkatesan, A Agarwal, K Roy… - 2011 IEEE/ACM …, 2011 - ieeexplore.ieee.org
Approximate computing, which refers to a class of techniques that relax the requirement of exact equivalence between the specification and implementation of a computing system …
S Hashemi, H Tann, S Reda - Proceedings of the 55th Annual Design …, 2018 - dl.acm.org
Approximate computing is an emerging paradigm where design accuracy can be traded off for benefits in design metrics such as design area, power consumption or circuit complexity …
Many applications are inherently resilient to inexactness or approximations in their underlying computations. Approximate circuit design is an emerging paradigm that exploits …
Approximate computing is an emerging paradigm that, by relaxing the requirement for full accuracy, offers benefits in terms of design area and power consumption. This paradigm is …
Numerous application domains (eg, signal and image processing, computer graphics, computer vision, and machine learning) are inherently error tolerant, which can be exploited …
Recent interest in approximate circuit design is driven by its potential for large energy savings. In this paper, we address the problem of approximate logic synthesis (ALS). ALS is …
We present a survey of approximate techniques and discuss concepts for building power- /energy-efficient computing components reaching from approximate accelerators to …
C Li, W Luo, SS Sapatnekar, J Hu - Proceedings of the 52nd annual …, 2015 - dl.acm.org
Approximate computing has been recognized as an effective low power technique for applications with intrinsic error tolerance, such as image processing and machine learning …
Relaxing the traditional abstraction of “near-perfect” accuracy in hardware design can lead to significant gains in energy efficiency, area, and performance. To exploit this opportunity …