Zobrazeno 1 - 4
of 4
pro vyhledávání: '"Basar Kutukcu"'
Publikováno v:
IEEE Access, Vol 12, Pp 148254-148266 (2024)
Deep learning algorithms are used in various advanced applications, including computer vision, large language models and many others due to their increasing success over traditional approaches. Enabling these algorithms on various embedded systems is
Externí odkaz:
https://doaj.org/article/2b4434324c1042a4b902145ab094b944
Publikováno v:
ACM Transactions on Embedded Computing Systems. 21:1-29
Real-time machine vision applications running on resource-constrained embedded systems face challenges for maintaining performance. An especially challenging scenario arises when multiple applications execute at the same time, creating contention for
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::be46450e56bff23f301b0985e7107884
https://doi.org/10.1145/3520134
https://doi.org/10.1145/3520134
Publikováno v:
AICAS
Real-time machine vision applications running on resource-constrained embedded systems face challenges for maintaining performance. An especially challenging scenario arises when multiple applications execute at the same time, creating contention for
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::32d44dfbb0ab98734688302244ae0b18
https://doi.org/10.1109/aicas51828.2021.9458468
https://doi.org/10.1109/aicas51828.2021.9458468
Autor:
G.B. Akar, Mete Can Kaya, Basar Kutukcu, Faruk Ugurcali, Kadircan Becek, Savas Ozkan, Alperen Inci
Publikováno v:
SIU
In this paper, we present a binarized neural network structure for inverse problems. In this structure, memory requirements and computation time are significantly reduced with a negligible performance drop compared to full-precision models. For this
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8b84bcdd60c3d0f031cf3e13cdbc933c
https://doi.org/10.1109/siu49456.2020.9302129
https://doi.org/10.1109/siu49456.2020.9302129