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Works (5)

A 40nm 5.6TOPS/W 239GOPS/mm<sup>2</sup> Self-Attention Processor with Sign Random Projection-based Approximation

ESSCIRC 2022- IEEE 48th European Solid State Circuits Conference (ESSCIRC)
2022-09 | Other
DOI: 10.1109/esscirc55480.2022.9911343
Contributors: Seong Hoon Seo; Soosung Kim; Sung Jun Jung; Sangwoo Kwon; Hyunseung Lee; Jae W. Lee
Source: Self-asserted source
Seong Hoon Seo via Crossref Metadata Search

ELSA: Hardware-Software Co-design for Efficient, Lightweight Self-Attention Mechanism in Neural Networks

2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture (ISCA)
2021-06 | Other
DOI: 10.1109/isca52012.2021.00060
Contributors: Tae Jun Ham; Yejin Lee; Seong Hoon Seo; Soosung Kim; Hyunji Choi; Sung Jun Jung; Jae W. Lee
Source: Self-asserted source
Seong Hoon Seo via Crossref Metadata Search

Accelerating Genomic Data Analytics With Composable Hardware Acceleration Framework

IEEE Micro
2021-05-01 | Journal article
DOI: 10.1109/MM.2021.3072385
Contributors: Tae Jun Ham; Yejin Lee; Seong Hoon Seo; U Gyeong Song; Jae W. Lee; David Bruns-Smith; Brendan Sweeney; Krste Asanovic; Young H. Oh; Lisa Wu Wills
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MERCI: efficient embedding reduction on commodity hardware via sub-query memoization

Proceedings of the 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems
2021-04 | Other
DOI: 10.1145/3445814.3446717
Contributors: Yejin Lee; Seong Hoon Seo; Hyunji Choi; Hyoung Uk Sul; Soosung Kim; Jae W. Lee; Tae Jun Ham
Source: Self-asserted source
Seong Hoon Seo via Crossref Metadata Search

Genesis: A Hardware Acceleration Framework for Genomic Data Analysis

2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture (ISCA)
2020-05 | Other
DOI: 10.1109/isca45697.2020.00031
Contributors: Tae Jun Ham; David Bruns-Smith; Brendan Sweeney; Yejin Lee; Seong Hoon Seo; U Gyeong Song; Young H. Oh; Krste Asanovic; Jae W. Lee; Lisa Wu Wills
Source: Self-asserted source
Seong Hoon Seo via Crossref Metadata Search
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