Zobrazeno 1 - 10
of 19
pro vyhledávání: '"Lizy John"'
Publikováno v:
IEEE Journal on Exploratory Solid-State Computational Devices and Circuits, Vol 7, Iss 1, Pp 70-78 (2021)
Machine learning (ML) accelerators have a broad spectrum of use cases that pose different requirements on accelerator design for latency, energy, and area. In the case of systolic array-based ML accelerators, this puts different constraints on proces
Externí odkaz:
https://doaj.org/article/bc887ee2b2d54e1e84859e602e82d269
Autor:
Lizy John
Publikováno v:
IEEE Micro. 43:4-6
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::25c0b91fef533c72f47004d5eeb142ae
https://doi.org/10.1109/mm.2022.3229504
https://doi.org/10.1109/mm.2022.3229504
Publikováno v:
Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::1d0553f5202f17b4d88c0a63a3db58bb
https://doi.org/10.1145/3582016.3582032
https://doi.org/10.1145/3582016.3582032
Autor:
Lizy John
Publikováno v:
IEEE Micro. 43:4-5
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::ce5334877f3a8be56e6d0d5ce2207be5
https://doi.org/10.1109/mm.2023.3244677
https://doi.org/10.1109/mm.2023.3244677
Autor:
Lizy John
Publikováno v:
IEEE Micro. 42:4-6
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::92fe476e3f01b96ffea1f50d3a2f6f71
https://doi.org/10.1109/mm.2021.3138625
https://doi.org/10.1109/mm.2021.3138625
Publikováno v:
Proceedings of the 51st International Conference on Parallel Processing.
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::fa19fe907250c1d298e1d8d0b0c90d0b
https://doi.org/10.1145/3545008.3545044
https://doi.org/10.1145/3545008.3545044
Autor:
Lizy John
Publikováno v:
IEEE Micro. 42:4-5
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::cc88072a993eefe5322635098a60d7fa
https://doi.org/10.1109/mm.2022.3210497
https://doi.org/10.1109/mm.2022.3210497
Autor:
Lizy John
Publikováno v:
IEEE Micro. 42:4-5
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::71a6c191288cbfcf7982f77d4c8f2fa9
https://doi.org/10.1109/mm.2022.3196713
https://doi.org/10.1109/mm.2022.3196713
Publikováno v:
2022 23rd International Symposium on Quality Electronic Design (ISQED).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::e406c2de48a5e22b7832b73d6e8b9a24
https://doi.org/10.1109/isqed54688.2022.9806139
https://doi.org/10.1109/isqed54688.2022.9806139
Autor:
Zachary Susskind, Alan T. L. Bacellar, Aman Arora, Luis A. Q. Villon, Renan Mendanha, Leandro Santiago de Araújo, Diego Leonel Cadette Dutra, Priscila Lima, Felipe França, Igor D. S. Miranda, Mauricio Breternitz Jr., LIZY JOHN
Weightless neural networks (WNNs) are a type of machine learning model which perform prediction using lookup tables (LUTs) instead of arithmetic operations. Recent advancements in WNNs have reduced model sizes and improved accuracies, reducing the ga
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3d8c50db4318981700791e55286faa91
https://hdl.handle.net/10071/26522
https://hdl.handle.net/10071/26522
