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Seunghyun Moon

pohang university of science and technology

9H指数
31论文数
286被引数
收录论文 10
发表时间
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An 1.34-TOPS/W, 16-GOPS/mm2 Digital In-Memory-Computing-Based AI Microcontroller Unit Supporting On-Chip Model Fine-Tuning for a TinyML Device基于数字存内计算，支持片上模型微调的TinyML设备AI微控制器单元，其能效达1.34 TOPS/W，面积效率为16 GOPS/mm2
errIEEE Transactions on Circuits and Systems I-Regular Papers
IF5.2
err2026-08-31
err0
PREAI
errChuan-Tung Lin; Seunghyun Moon; Paul Xuanyuanliang Huang; Mingoo Seok
err分享
err收藏
PredLM: A Sparse Large Language Model Decoding Accelerator With Hardware-Efficient Zero-Activation PredictionPredLM：一种具有硬件高效零激活预测的稀疏大型语言模型解码加速器
errieee transactions on circuits and systems ii: express briefs
IF0
err2026-05-05
err0
PREAI
errSeunghyun Moon; Seowon Ji; Sangwoo Hong; Eunji Kwon
err分享
err收藏
Bayesian Deep-Learning Processor for Real-Time Bio-Applications With Structured Monte Carlo Dropout for High-Volume Sample Generation基于结构化蒙特卡洛 dropout 的高通量样本生成实时生物应用贝叶斯深度学习处理器
errIEEE Transactions on Circuits and Systems I-Regular Papers
IF5.2
err2026-04-01
err0
PREAI
errMun, Han-Gyeol; Woo, Jeong-Min; Moon, Seunghyun; Kim, Byungjun; Lee, Jongmin; Sim, Jae-Yoon; Son, Hyunwoo
err分享
err收藏
DeltaTrack: Flow-Driven Multiple Object Tracking Accelerator With Variable LSB Approximation for Real-Time and Energy-Efficient Video Analytics
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
IF4.9
err2025-12-01
err0
PREAI
errMoon, Seunghyun; Kwon, Eunji
err分享
err收藏
Toward Trustworthy On-Device AI: A Quantization-Robust Parameterized Hybrid Neural Filtering Framework走向值得信赖的设备上AI: 量化鲁棒的参数化混合神经滤波框架
errMATHEMATICS
IF2.2
err2025-10-29
err0
PREAI
errHong, Sangwoo; Kim, Seung-Wook; Moon, Seunghyun; Ji, Seowon
err分享
err收藏
Achieving Distributional Robustness with Group-Wise Flat Minima
errMATHEMATICS
IF2.2
err2025-10-20
err0
PREAI
errJi, Seowon; Moon, Seunghyun; Shin, Jiyoon; Hong, Sangwoo
err分享
err收藏
T-REX: Hardware–Software Co-Optimized Transformer Accelerator With Reduced External Memory Access and Enhanced Hardware UtilizationT-REX：一种硬件-软件协同优化的Transformer加速器，具有减少外部内存访问和增强硬件利用率的特点
errIEEE Journal of Solid-State Circuits
IF5.6
err2025-09-03
err0
PREAI
errSeunghyun Moon; Mao Li; Gregory K. Chen; Phil C. Knag; Ram K. Krishnamurthy; Mingoo Seok
err分享
err收藏
Bottleneck-Stationary Compact Model Accelerator With Reduced Requirement on Memory Bandwidth for Edge Applications
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS
IF5.2
err2023-02-01
err1
PREAI
errMun, Han-Gyeol; Moon, Seunghyun; Kim, Byungjun; Lee, Kyeong-Jun; Sim, Jae-Yoon
err分享
err收藏
A 384G Output NonZeros/J Graph Convolutional Neural Network Accelerator一种384的G输出非零/J图卷积神经网络加速器
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
IF4.9
err2022-10-01
err1
PREAI
errLee, Kyeong-Jun; Moon, Seunghyun; Sim, Jae-Yoon
err分享
err收藏
An 8.9-71.3 TOPS/W Deep Learning Accelerator for Arbitrarily Quantized Neural Networks
errIEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS
IF4.9
err2022-10-01
err3
PREAI
errMoon, Seunghyun; Lee, Kyeong-Jun; Mun, Han-Gyeol; Kim, Byungjun; Sim, Jae-Yoon
err分享
err收藏

研究方向

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合作学者
合作期刊
R
Ram Krishnamurthy
H 指数: 38 · 论文数: 216
M
Mingoo Seok
H 指数: 37 · 论文数: 244
J
Jae‐Yoon Sim
H 指数: 32 · 论文数: 271
G
Gregory K. Chen
H 指数: 14 · 论文数: 27
P
Phil Knag
H 指数: 13 · 论文数: 35
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