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

autor
Sharifian, Saeed
Taheri, Mahdi
Rashtchi, Vahid
Azarpeyvand, Ali
Herglotz, Christian
Jenihhin, Maksim
vastutusandmed
Saeed Sharifian, Mahdi Taheri, Vahid Rashtchi, Ali Azarpeyvand, Christian Herglotz, Maksim Jenihhin
allikas
Works in Progress in Embedded Computing Journal WiPiEC Journal
ajakirja erinumber
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)
kirjastus/väljaandja
MECOnet
ajakirja aastakäik number kuu
vol. 11, 1
ilmumisaasta
2025
leheküljed
p. 1-7
konverentsi nimetus, aeg
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
konverentsi toimumispaik
Salerno, Italy
leitav
https://doi.org/10.64552/wipiec.v11i1.85
https://www.wipiec.digitalheritage.me/index.php/wipiecjournal/article/view/85
märksõna
tehisnärvivõrgud
täpsus
töökindlus
energiatõhusus
võtmesõna
deep neural networks
spiking neural networks
reliability
edge applications
safety-critical applications
ISSN
2980-7298
Open Access
Open Access
teaduspublikatsioon
teaduspublikatsioon
klassifikaator
1.2
TTÜ struktuuriüksus
Arvutisüsteemide instituut
keel
Inglise
Sharifian, S., Taheri, M., Rashtchi, V., Azarpeyvand, A., Herglotz, C., Jenihhin, M. Reliability-Aware Hyperparameter Optimization for ANN-to-SNN Conversion // Works in Progress in Embedded Computing Journal WiPiEC Journal (2025) vol. 11, 1, p. 1-7. https://doi.org/10.64552/wipiec.v11i1.85 https://www.wipiec.digitalheritage.me/index.php/wipiecjournal/article/view/85