Guhyun Kim

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 15

Top Topics

Back Propagation

Lagrange Multiplier Method

Spiking Neural Networks

Top Venues

Publications

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)
Minseok Seo, Xuan Truong Nguyen, Seok Joong Hwang, Yongkee Kwon, Guhyun Kim, Chanwook Park, Ilkon Kim, Jaehan Park, Jeongbin Kim, Woojae Shin, Jongsoon Won, Haerang Choi, Kyuyoung Kim, Daehan Kwon, Chunseok Jeong, Sangheon Lee, Yongseok Choi, Wooseok Byun, Seungcheol Baek, Hyuk-Jae Lee, John Kim
IANUS: Integrated Accelerator based on NPU-PIM Unified Memory System. ASPLOS (3) (2024)
Dae-Han Kwon, Seongju Lee, Kyuyoung Kim, Sanghoon Oh, Joonhong Park, Gimoon Hong, Dongyoon Ka, Kyu-Dong Hwang, Jeongje Park, Kyeong Pil Kang, Jungyeon Kim, Junyeol Jeon, Nahsung Kim, Yongkee Kwon, Kornijcuk Vladimir, Woojae Shin, Jongsoon Won, Minkyu Lee, Hyunha Joo, Haerang Choi, Guhyun Kim, Byeongju An, Jaewook Lee, Donguc Ko, Younggun Jun, Ilwoong Kim, Choungki Song, Ilkon Kim, Chanwook Park, Seho Kim, Chunseok Jeong, Euicheol Lim, Dongkyun Kim, Jieun Jang, Il Park, Junhyun Chun, Joohwan Cho
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) (2023)
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)
Yongkee Kwon, Kornijcuk Vladimir, Nahsung Kim, Woojae Shin, Jongsoon Won, Minkyu Lee, Hyunha Joo, Haerang Choi, Guhyun Kim, Byeongju An, Jeongbin Kim, Jaewook Lee, Ilkon Kim, Jaehan Park, Chanwook Park, Yosub Song, Byeongsu Yang, Hyungdeok Lee, Seho Kim, Daehan Kwon, Seong Ju Lee, Kyuyoung Kim, Sanghoon Oh, Joonhong Park, Gimoon Hong, Dongyoon Ka, Kyudong Hwang, Jeongje Park, Kyeong Pil Kang, Jungyeon Kim, Junyeol Jeon, Myeongjun Lee, Minyoung Shin, Minhwan Shin, Jaekyung Cha, Changson Jung, Kijoon Chang, Chunseok Jeong, Euicheol Lim, Il Park, Junhyun Chun
System Architecture and Software Stack for GDDR6-AiM. HCS (2022)
Guhyun Kim, Doo Seok Jeong
CBP: Backpropagation with constraint on weight precision using a pseudo-Lagrange multiplier method. CoRR (2021)
Dohun Kim, Guhyun Kim, Cheol Seong Hwang, Doo Seok Jeong
eWB: Event-Based Weight Binarization Algorithm for Spiking Neural Networks. IEEE Access 9 (2021)
Guhyun Kim, Doo Seok Jeong
CBP: backpropagation with constraint on weight precision using a pseudo-Lagrange multiplier method. NeurIPS (2021)
Vladimir Kornijcuk, Dohun Kim, Guhyun Kim, Doo Seok Jeong
Simplified calcium signaling cascade for synaptic plasticity. Neural Networks 123 (2020)
Guhyun Kim, Vladimir Kornijcuk, Jeeson Kim, Cheol Seong Hwang, Doo Seok Jeong
Optimal Distribution of Spiking Neurons Over Multicore Neuromorphic Processors. IEEE Access 8 (2020)
Guhyun Kim, Cheol Seong Hwang, Doo Seok Jeong
Stochastic Learning with Back Propagation. ISCAS (2019)
Vladimir Kornijcuk, Dohun Kim, Guhyun Kim, Doo Seok Jeong
Simplified calcium signaling cascade for synaptic plasticity. CoRR (2019)
Guhyun Kim, Vladimir Kornijcuk, Jeeson Kim, Dohun Kim, Cheol Seong Hwang, Doo Seok Jeong
Combination-Encoding Content-Addressable Memory With High Content Density. IEEE Access 7 (2019)
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 (2019)
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 (2017)