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2020 – today
- 2024
[j6]Byeongho Kim
, Sanghoon Cha, Sangsoo Park, Jieun Lee, Sukhan Lee, Shinhaeng Kang, Jinin So, Kyungsoo Kim, Jin Jung, Jong-Geon Lee, Sunjung Lee, Yoonah Paik, Hyeonsu Kim, Jin-Seong Kim, Won-Jo Lee, Yuhwan Ro, Yeongon Cho, Jin Hyun Kim, Joon-Ho Song, Jaehoon Yu, Seungwon Lee, Jeonghyeon Cho, Kyomin Sohn:
The Breakthrough Memory Solutions for Improved Performance on LLM Inference. IEEE Micro 44(3): 40-48 (2024)- 2022
- [j5]Sunjung Lee, Seunghwan Hwang, Michael Jaemin Kim, Jaewan Choi, Jung Ho Ahn:
Future Scaling of Memory Hierarchy for Tensor Cores and Eliminating Redundant Shared Memory Traffic Using Inter-Warp Multicasting. IEEE Trans. Computers 71(12): 3115-3126 (2022) - [j4]Sunjung Lee, Jaewan Choi, Wonkyung Jung, Byeongho Kim, Jaehyun Park, Hweesoo Kim, Jung Ho Ahn:
MVP: An Efficient CNN Accelerator with Matrix, Vector, and Processing-Near-Memory Units. ACM Trans. Design Autom. Electr. Syst. 27(5): 42:1-42:25 (2022) - 2021
- [j3]Hweesoo Kim, Sunjung Lee, Jaewan Choi, Jung Ho Ahn:
Row-Streaming Dataflow Using a Chaining Buffer and Systolic Array+ Structure. IEEE Comput. Archit. Lett. 20(1): 34-37 (2021) - 2020
- [j2]Byeongho Kim, Jongwook Chung, Eojin Lee, Wonkyung Jung, Sunjung Lee, Jaewan Choi, Jaehyun Park, Minbok Wi, Sukhan Lee, Jung Ho Ahn:
MViD: Sparse Matrix-Vector Multiplication in Mobile DRAM for Accelerating Recurrent Neural Networks. IEEE Trans. Computers 69(7): 955-967 (2020)
2010 – 2019
- 2019
- [c1]Wonkyung Jung, Daejin Jung, Byeongho Kim, Sunjung Lee, Wonjong Rhee, Jung Ho Ahn:
Restructuring Batch Normalization to Accelerate CNN Training. SysML 2019 - 2018
- [j1]Daejin Jung, Sunjung Lee, Wonjong Rhee, Jung Ho Ahn:
Partitioning Compute Units in CNN Acceleration for Statistical Memory Traffic Shaping. IEEE Comput. Archit. Lett. 17(1): 72-75 (2018) - [i2]Daejin Jung, Sunjung Lee, Wonjong Rhee, Jung Ho Ahn:
Partitioning Compute Units in CNN Acceleration for Statistical Memory Traffic Shaping. CoRR abs/1806.06541 (2018) - [i1]Daejin Jung, Wonkyung Jung, Byeongho Kim, Sunjung Lee, Wonjong Rhee, Jung Ho Ahn:
Restructuring Batch Normalization to Accelerate CNN Training. CoRR abs/1807.01702 (2018)
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