Reliability-Aware Hyperparameter Optimization for ANN-to-SNN Conversion

author
Sharifian, Saeed
Taheri, Mahdi
Rashtchi, Vahid
Azarpeyvand, Ali
Herglotz, Christian
Jenihhin, Maksim
statement of authorship
Saeed Sharifian, Mahdi Taheri, Vahid Rashtchi, Ali Azarpeyvand, Christian Herglotz, Maksim Jenihhin
source
Works in Progress in Embedded Computing Journal WiPiEC Journal
special issue
Special Issue on selected papers from 28th Euromicro Conference on Digital System Design (DSD) and 51th Euromicro Conference Series on Software Engineering and Advanced Applications (SEAA)
publisher
MECOnet
journal volume number month
vol. 11, 1
year of publication
2025
pages
p. 1-7
conference name, date
28th Euromicro Conference on Digital System Design (DSD) and 51th Euromicro Conference Series on Software Engineering and Advanced Applications (SEAA), WiP Session, Sep. 10th – 12th, 2025
conference location
Salerno, Italy
url
https://doi.org/10.64552/wipiec.v11i1.85
https://www.wipiec.digitalheritage.me/index.php/wipiecjournal/article/view/85
subject term
tehisnärvivõrgud
täpsus
töökindlus
energiatõhusus
keyword
deep neural networks
spiking neural networks
reliability
edge applications
safety-critical applications
ISSN
2980-7298
Open Access
Open Access
scientific publication
teaduspublikatsioon
classifier
1.2
TalTech department
Arvutisüsteemide instituut
Department of Computer Systems
language
English
Inglise