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Guhyun Kim
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2020 – today
- 2024
- [c8]Minseok Seo
, Xuan Truong Nguyen
IANUS: Integrated Accelerator based on NPU-PIM Unified Memory System. ASPLOS (3) 2024: 545-560 - [c7]Guhyun Kim, Jinkwon Kim, Nahsung Kim, Woojae Shin, Jongsoon Won, Hyunha Joo, Haerang Choi, Byeongju An, Gyeongcheol Shin, Dayeon Yun, Jeongbin Kim, Changhyun Kim, Ilkon Kim, Jaehan Park, Yosub Song, Byeongsu Yang, Hyeongdeok Lee, Seungyeong Park, Wonjun Lee, Seonghun Kim, Yonghoon Park, Yousub Jung, Gi-Ho Park, Euicheol Lim:
SK Hynix AI-Specific Computing Memory Solution: From AiM Device to Heterogeneous AiMX-xPU System for Comprehensive LLM Inference. HCS 2024: 1-26 - [c6]Zixu Li, Wang Wang, Xin Zhong, Manni Li, Jiayu Yang, Yinyin Lin, Guhyun Kim, Yosub Song, Chengchen Wang, Xiankui Xiong:
LauWS: Local Adaptive Unstructured Weight Sparsity of Load Balance for DNN in Near-Data Processing. ISCAS 2024: 1-5 - [c5]Hyungdeok Lee, Guhyun Kim, Dayeon Yun, Ilkon Kim, Yongkee Kwon, Euicheol Lim:
Cost-Effective LLM Accelerator Using Processing in Memory Technology. VLSI Technology and Circuits 2024: 1-2 - 2023
- [j6]Dae-Han Kwon
A 1ynm 1.25V 8Gb 16Gb/s/Pin GDDR6-Based Accelerator-in-Memory Supporting 1TFLOPS MAC Operation and Various Activation Functions for Deep Learning Application. IEEE J. Solid State Circuits 58(1): 291-302 (2023) - [c4]Yongkee Kwon, Guhyun Kim, Nahsung Kim, Woojae Shin, Jongsoon Won, Hyunha Joo, Haerang Choi, Byeongju An, Gyeongcheol Shin, Dayeon Yun, Jeongbin Kim, Changhyun Kim, Ilkon Kim, Jaehan Park, Chanwook Park, Yosub Song, Byeongsu Yang, Hyeongdeok Lee, Seungyeong Park, Wonjun Lee, Seongju Lee, Kyuyoung Kim, Daehan Kwon, Chunseok Jeong, John Kim, Euicheol Lim, Junhyun Chun:
Memory-Centric Computing with SK Hynix's Domain-Specific Memory. HCS 2023: 1-26 - 2022
- [c3]Yongkee Kwon, Kornijcuk Vladimir, Nahsung Kim, Woojae Shin, Jongsoon Won, Minkyu Lee, Hyunha Joo, Haerang Choi, Guhyun Kim, Byeongju An, Jeongbin Kim
System Architecture and Software Stack for GDDR6-AiM. HCS 2022: 1-25 - 2021
- [j5]Dohun Kim, Guhyun Kim, Cheol Seong Hwang
eWB: Event-Based Weight Binarization Algorithm for Spiking Neural Networks. IEEE Access 9: 38097-38106 (2021) - [c2]Guhyun Kim, Doo Seok Jeong:
CBP: backpropagation with constraint on weight precision using a pseudo-Lagrange multiplier method. NeurIPS 2021: 28274-28285 - [i3]Guhyun Kim, Doo Seok Jeong:
CBP: Backpropagation with constraint on weight precision using a pseudo-Lagrange multiplier method. CoRR abs/2110.02550 (2021) - 2020
- [j4]Guhyun Kim, Vladimir Kornijcuk, Jeeson Kim
Optimal Distribution of Spiking Neurons Over Multicore Neuromorphic Processors. IEEE Access 8: 69426-69437 (2020) - [j3]Vladimir Kornijcuk, Dohun Kim, Guhyun Kim, Doo Seok Jeong
Simplified calcium signaling cascade for synaptic plasticity. Neural Networks 123: 38-51 (2020)
2010 – 2019
- 2019
- [j2]Guhyun Kim, Vladimir Kornijcuk, Dohun Kim, Inho Kim, Jaewook Kim, Hyo Cheon Woo, Ji-Hun Kim, Cheol Seong Hwang, Doo Seok Jeong
Markov Chain Hebbian Learning Algorithm With Ternary Synaptic Units. IEEE Access 7: 10208-10223 (2019) - [j1]Guhyun Kim, Vladimir Kornijcuk, Jeeson Kim
Combination-Encoding Content-Addressable Memory With High Content Density. IEEE Access 7: 137620-137628 (2019) - [c1]Guhyun Kim, Cheol Seong Hwang, Doo Seok Jeong:
Stochastic Learning with Back Propagation. ISCAS 2019: 1-5 - [i2]Vladimir Kornijcuk, Dohun Kim, Guhyun Kim, Doo Seok Jeong:
Simplified calcium signaling cascade for synaptic plasticity. CoRR abs/1911.11326 (2019) - 2017
- [i1]Guhyun Kim, Vladimir Kornijcuk, Dohun Kim, Inho Kim, Jaewook Kim, Hyo Cheon Woo, Ji-Hun Kim, Cheol Seong Hwang, Doo Seok Jeong:
Markov chain Hebbian learning algorithm with ternary synaptic units. CoRR abs/1711.08679 (2017)
Coauthor Index
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