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Approximate com- puting refers to techniques that exploit the inherent error resilience of several applications to achieve improvements in efficiency (e.g., energy and performance) at all layers of the computing stack [60].
In mobile devices and deeply embedded systems, the creation and consumption of richer media and the need to interact more naturally and intelligently with users ...
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What is approximate computing?
What is approximate computing in VLSI design?
Approximate computing (AxC) has been long accepted as a design alternative for efficient system implementation at the cost of relaxed accuracy requirements.
Abstract— Approximate computing has recently emerged as a promising approach to energy-efficient design of digital systems. Approximate computing relies on ...
Oct 22, 2024 · The approximate computing along with ASIP can offer a potential solution to the problem of silicon area, energy, and increased cost of hardware.
Approximate computing is being touted as a viable solution for high-performance computation by relaxing the accuracy constraints of applications.
Dec 22, 2022 · In this work, we enlighten the synergistic nature of AxC and ML and elucidate the impact of AxC in designing efficient ML systems.
In this paper, we present a survey of techniques for approximate computing. (AC). We discuss strategies for finding approximable program portions and monitoring ...
Approximate computing involves executing selected computations of an application in an approximate manner, while generating favorable trade-offs between ...
This project aims to exploit this opportunity and develop a comprehensive framework for approximation in Graphic Processing Units along with effective quality ...