Παρακολούθηση
Seong Hoon Seo
Seong Hoon Seo
Seoul National University
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα snu.ac.kr - Αρχική σελίδα
Τίτλος
Παρατίθεται από
Παρατίθεται από
Έτος
ELSA: Hardware-software co-design for efficient, lightweight self-attention mechanism in neural networks
TJ Ham, Y Lee, SH Seo, S Kim, H Choi, SJ Jung, JW Lee
2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture …, 2021
752021
Genesis: A hardware acceleration framework for genomic data analysis
TJ Ham, D Bruns-Smith, B Sweeney, Y Lee, SH Seo, UG Song, YH Oh, ...
2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture …, 2020
302020
MERCI: efficient embedding reduction on commodity hardware via sub-query memoization
Y Lee, SH Seo, H Choi, HU Sul, S Kim, JW Lee, TJ Ham
Proceedings of the 26th ACM International Conference on Architectural …, 2021
182021
Elsa: Hardware-software co-design for efficient, lightweight self-attention mechanism in neural networks. In 2021 ACM/IEEE 48th Annual International Symposium on Computer …
TJ Ham, Y Lee, SH Seo, S Kim, H Choi, SJ Jung, JW Lee
IEEE, 692ś705. https://doi. org/10.1109/ISCA52012, 2021
162021
Genesis: a hardware acceleration framework for genomic data analysis. In 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA)
TJ Ham, D Bruns-Smith, B Sweeney, Y Lee, SH Seo, UG Song, YH Oh, ...
IEEE, 2020
82020
Accelerating genomic data analytics with composable hardware acceleration framework
TJ Ham, Y Lee, SH Seo, UG Song, JW Lee, D Bruns-Smith, B Sweeney, ...
IEEE Micro 41 (3), 42-49, 2021
52021
A 40nm 5.6TOPS/W 239GOPS/mm2 Self-Attention Processor with Sign Random Projection-based Approximation
SH Seo, S Kim, SJ Jung, S Kwon, H Lee, JW Lee
ESSCIRC 2022-IEEE 48th European Solid State Circuits Conference (ESSCIRC), 85-88, 2022
12022
Device for accelerating self-attention operation in neural networks
YJ Lee, TJ Ham, SH Seo, SS Kim, HJ Choi, JW Lee, SJ Jung
US Patent App. 17/864,235, 2023
2023
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