Evaluation of deep neural network compression methods for edge devices using weighted score-based ranking scheme
author
Ademola, Olutosin Ajibola
Leier, Mairo
Petlenkov, Eduard
statement of authorship
Olutosin Ajibola Ademola, Mairo Leier and Eduard Petlenkov
source
Sensors
special issue
Intelligent Control and Digital Twins for Industry 4.0
publisher
MDPI
journal volume number month
vol. 21, 22
year of publication
2021
pages
art. 7529
url
https://doi.org/10.3390/s21227529
subject term
arvutisüsteemid
sügavõpe
tehisnärvivõrgud
riistvara
keyword
deep neural network compression
compression method evaluation
weighted score-based ranking
embedded deep learning
edge computing
ISSN
1424-8220
Open Access
Open Access
scientific publication
teaduspublikatsioon
classifier
1.1
Scopus
https://www.scopus.com/sourceid/130124
https://www.scopus.com/record/display.uri?eid=2-s2.0-85118875058&origin=inward&txGid=ed69db608154cb1f01bc4425568924a7
WOS
https://jcr.clarivate.com/jcr-jp/journal-profile?journal=SENSORS-BASEL&year=2022
https://www.webofscience.com/wos/woscc/full-record/WOS:000725934100001
category (general)
Physics and Astronomy
Engineering
Chemistry
Computer science
Biochemistry, genetics and molecular biology
Füüsika ja astronoomia
Tehnika
Keemia
Arvutiteadus
Biokeemia, geneetika ja molekulaarbioloogia
category (sub)
Physics and astronomy. Instrumentation
Engineering. Electrical and electronic engineering
Physics and astronomy. Atomic and molecular physics, and optics
Chemistry. Analytical chemistry
Computer science. Information systems
Biochemistry, genetics and molecular biology. Biochemistry
Füüsika ja astronoomia. Instrumentatsioon
Tehnika. Elektri- ja elektroonikatehnika
Füüsika ja astronoomia. Aatomi- ja molekulaarfüüsika ning optika
Keemia. Analüütiline keemia
Arvutiteadus. Infosüsteemid
Biokeemia, geneetika ja molekulaarbioloogia. Biokeemia
quartile
Q1
TalTech department
arvutisüsteemide instituut
language
inglise
Reserch Group
Embedded AI research laboratory
Centre for intelligent systems
Sensor technologies in biomedical engineering (SensorTechBME) research group