Approximation opportunities in edge computing hardware: A systematic literature review

HJ Damsgaard, A Ometov, J Nurmi - ACM Computing Surveys, 2023 - dl.acm.org
With the increasing popularity of the Internet of Things and massive Machine Type
Communication technologies, the number of connected devices is rising. However, although …

A retrospective and prospective view of approximate computing [point of view

W Liu, F Lombardi, M Shulte - Proceedings of the IEEE, 2020 - ieeexplore.ieee.org
Computing systems are conventionally designed to operate as accurately as possible.
However, this trend faces severe technology challenges, such as power consumption, circuit …

High-level synthesis of approximate designs under real-time constraints

MT Leipnitz, GL Nazar - ACM Transactions on Embedded Computing …, 2019 - dl.acm.org
The adoption of High-Level Synthesis (HLS) has increased as the latest HLS tools have
evolved to provide high-quality results while improving productivity and time-to-market …

Model-based design space exploration for approximate image processing on FPGA

M Manuel, A Kreddig, S Conrady… - 2020 IEEE Nordic …, 2020 - ieeexplore.ieee.org
Increasing demands on computational performance are outpacing the technological
improvements in computer hardware. Approximate computing provides a recent approach to …

Design and evaluation of ultra‐fast 8‐bit approximate multipliers using novel multicolumn inexact compressors

F Karimi, R Faghih Mirzaee… - … Journal of Circuit …, 2023 - Wiley Online Library
A multiplier, as a key component in many different applications, is a time‐consuming, energy‐
intensive computation block. Approximate computing is a practical design paradigm that …

HDL code optimizations: Impact on hardware implementations and CAD tools

SN Shahrouzi, DG Perera - 2019 IEEE Pacific Rim Conference …, 2019 - ieeexplore.ieee.org
With the dramatic increase in utilization of FPGAs for hardware designs in various
application domains, CAD tools play a vital role in the development and implementation of …

AxMemo: Hardware-compiler co-design for approximate code memoization

Z Liu, A Yazdanbakhsh, DK Wang… - Proceedings of the 46th …, 2019 - dl.acm.org
Historically, continuous improvements in general-purpose processors have fueled the
economic success and growth of the IT industry. However, the diminishing benefits from …

[图书][B] Optimized embedded and reconfigurable hardware architectures and techniques for data mining applications on mobile devices

SN Shahrouzi - 2018 - search.proquest.com
Increasingly, most of the electronic devices which are surrounding us, are designed in
mobile (portable) and embedded systems platforms; therefore, the global market for these …

An efficient LSM-tree-based SQLite-like database engine for mobile devices

Z Shen, Y Shi, Z Shao, Y Guan - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
SQLite has been deployed in millions of mobile devices from Web to smartphone
applications on various mobile operating systems. However, due to the uncoordinated IO …

Model-based design space exploration for fpga-based image processing applications employing parameterizable approximations

S Conrady, A Kreddig, M Manuel, NAV Doan… - Microprocessors and …, 2021 - Elsevier
The increasing demand for low power consumption and high computational performance is
outpacing available technological improvements in embedded systems. Approximate …