Zobrazeno 1 - 7
of 7
pro vyhledávání: '"Lama Shaer"'
Publikováno v:
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 42:1742-1755
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d6633e7bbf78fcdf8bc93b48fb32d772
https://doi.org/10.1109/tcad.2022.3213762
https://doi.org/10.1109/tcad.2022.3213762
Publikováno v:
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 41:5722-5726
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::9c43cc03c0f68c57989d9759c22642c7
https://doi.org/10.1109/tcad.2022.3149724
https://doi.org/10.1109/tcad.2022.3149724
Publikováno v:
ISCAS
Data imbalance can impact the fidelity of a classifier. We rely on advances in data imbalance handling techniques for machine learning applications to propose an enhanced fast statistical analysis methodology. Particularly, we employ data handling te
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c699db2269495cfcbb22543116045566
https://doi.org/10.1109/iscas.2019.8702731
https://doi.org/10.1109/iscas.2019.8702731
Publikováno v:
Machine Learning in VLSI Computer-Aided Design ISBN: 9783030046651
In this chapter, we describe a fast statistical yield analysis methodology for memory design. At the heart of its engine is a mixture importance sampling-based methodology which comprises a uniform sampling stage and an importance sampling stage. Log
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::76f25ec910ed68fdf2ad47012b8c8f15
https://doi.org/10.1007/978-3-030-04666-8_11
https://doi.org/10.1007/978-3-030-04666-8_11
Publikováno v:
ISQED
In this paper, we propose a fast logistic regression based importance sampling methodology with ordered feature selection to avoid overfitting and enable regularization. We rely on the importance region search simulations to build a regularized logis
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::cd01ca98d4aa3ef28764777fb4df7168
https://doi.org/10.1109/isqed.2017.7918303
https://doi.org/10.1109/isqed.2017.7918303
Publikováno v:
ICEAC
A new low-power digital signal processor (DSP) design for a hearing aid system is proposed. A stochastic method was applied to the DSP in order to fulfill the needs of the hearing aid system, considered to be an error-tolerant system. The different b
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a2210aa3ce634d02cc392ed4a21aab86
https://doi.org/10.1109/iceac.2013.6737634
https://doi.org/10.1109/iceac.2013.6737634
Publikováno v:
SiPS
In the nanometer era, there is a critical need for low power design. In this paper we employ voltage scaling in a new sophisticated manner to reduce the power consumption of a particular circuit targeted for noise-tolerant applications. We show that
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::df197dea877f613b2a266522708df8d7
https://doi.org/10.1109/sips.2011.6088960
https://doi.org/10.1109/sips.2011.6088960