Adaptive and energy-efficient architectures for machine learning: Challenges, opportunities, and research roadmap

M Shafique, R Hafiz, MU Javed, S Abbas… - 2017 IEEE Computer …, 2017 - ieeexplore.ieee.org
Gigantic rates of data production in the era of Big Data, Internet of Thing (IoT)/Internet of
Everything (IoE), and Cyber Physical Systems (CSP) pose incessantly escalating demands …

Formal methods for exact analysis of approximate circuits

Z Vasicek - IEEE Access, 2019 - ieeexplore.ieee.org
Approximate circuits are digital circuits that are intentionally designed in such a way that the
specification is violated in terms of functionality in order to obtain some improvements in …

Automated search-based functional approximation for digital circuits

L Sekanina, Z Vasicek, V Mrazek - Approximate Circuits: Methodologies …, 2019 - Springer
The problem of developing an approximate implementation of a given combinational circuit
can be formulated as a multi-objective design problem and solved by means of a search …

Evaluation of genetic improvement tools for improvement of non-functional properties of software

S Zuo, A Blot, J Petke - Proceedings of the Genetic and Evolutionary …, 2022 - dl.acm.org
Genetic improvement (GI) improves both functional properties of software, such as bug
repair, and non-functional properties, such as execution time, energy consumption, or …

Fuzzy logic-based segmentation of manufacturing defects on reflective surfaces.

Ş Öztürk, B Akdemir - Neural Computing & Applications, 2018 - search.ebscohost.com
Automatic defect detection on reflective surfaces is a compelling process. In particular,
detection of tiny defects is almost impossible for human eye or simple machine vision …

A modified inexact arithmetic median filter for removing salt-and-pepper noise from gray-level images

M Monajati, E Kabir - … Transactions on Circuits and Systems II …, 2019 - ieeexplore.ieee.org
We have recently proposed approximate median filters (APMFs). They are based on the
sorting network and achieve acceptable image quality under low-cost hardware. In this brief …

Visualising the search landscape of the triangle program

WB Langdon, N Veerapen, G Ochoa - … The Netherlands, April 19-21, 2017 …, 2017 - Springer
High order mutation analysis of a software engineering benchmark, including schema and
local optima networks, suggests program improvements may not be as hard to find as is …

Design, verification, test and in-field implications of approximate computing systems

A Bosio, S Di Carlo, P Girard, E Sanchez… - 2020 IEEE European …, 2020 - ieeexplore.ieee.org
Today, the concept of approximation in computing is becoming more and more a “hot topic”
to investigate how computing systems can be more energy efficient, faster, and less …

[PDF][PDF] Approximate Circuits in Low-Power Image and Video Processing: The Approximate Median Filter.

L Sekanina, Z Vasicek, V Mrazek - Radioengineering, 2017 - core.ac.uk
Low power image and video processing circuits are crucial in many applications of computer
vision. Traditional techniques used to reduce power consumption in these applications have …

Genetic improvement of data for maths functions

WB Langdon, O Krauss - ACM Transactions on Evolutionary Learning …, 2021 - dl.acm.org
We use continuous optimisation and manual code changes to evolve up to 1024 Newton-
Raphson numerical values embedded in an open source GNU C library glibc square root …