Jeong-Gun Lee

Jeong-Gun Lee

Hallym University

H-index: 10

Asia-South Korea

About Jeong-Gun Lee

Jeong-Gun Lee, With an exceptional h-index of 10 and a recent h-index of 6 (since 2020), a distinguished researcher at Hallym University, specializes in the field of Deep Learning & Circuits for Deep Learning, Asynchronous Circuit, Computer Architecture, Arithmetic Circuits.

His recent articles reflect a diverse array of research interests and contributions to the field:

Standardized image-based polysomnography database and deep learning algorithm for sleep-stage classification

Automatic Sleep Stage Classification Using Deep Learning Algorithm for Multi-institutional Database

Entropy-Based Model Generalization for Sleep Stage Classification

Deep learning application to clinical decision support system in sleep stage classification

Evaluation of OSA Patient Sleep Stage Classification Performance Using a Multi-Channel PSG Dataset

Filter combination learning for CNN model compression

Shaped Pruning for Efficient Memory Addressing in DNN Accelerators

Design and Tradeoff Analysis of a Multi-Frequency Clocking Circuit Utilizing High-Speed Carry Chains on an FPGAs

Jeong-Gun Lee Information

University

Position

Professor of Computer Engineering

Citations(all)

574

Citations(since 2020)

206

Cited By

430

hIndex(all)

10

hIndex(since 2020)

6

i10Index(all)

13

i10Index(since 2020)

2

Email

University Profile Page

Hallym University

Google Scholar

View Google Scholar Profile

Jeong-Gun Lee Skills & Research Interests

Deep Learning & Circuits for Deep Learning

Asynchronous Circuit

Computer Architecture

Arithmetic Circuits

Top articles of Jeong-Gun Lee

Title

Journal

Author(s)

Publication Date

Standardized image-based polysomnography database and deep learning algorithm for sleep-stage classification

Sleep

Jaemin Jeong

Wonhyuck Yoon

Jeong-Gun Lee

Dongyoung Kim

Yunhee Woo

...

2023/12/1

Automatic Sleep Stage Classification Using Deep Learning Algorithm for Multi-institutional Database

IEEE Access

Yunhee Woo

Dongyoung Kim

Jaemin Jeong

Won-Sook Lee

Jeong-Gun Lee

...

2023/5/11

Entropy-Based Model Generalization for Sleep Stage Classification

Dongyoung Kim

Younghoon Na

Yunhee Woo

Dong-Kyu Kim

Jeong-Gun Lee

2022/10/19

Deep learning application to clinical decision support system in sleep stage classification

Journal of Personalized Medicine

Dongyoung Kim

Jeonggun Lee

Yunhee Woo

Jaemin Jeong

Chulho Kim

...

2022/1/20

Evaluation of OSA Patient Sleep Stage Classification Performance Using a Multi-Channel PSG Dataset

Younghoon Na

Dongyoung Kim

Dong-Kyu Kim

Jeong-Gun Lee

2022/10/26

Filter combination learning for CNN model compression

ICT Express

Jaemin Jeong

Ji-Ho Cho

Jeong-Gun Lee

2021/3/1

Shaped Pruning for Efficient Memory Addressing in DNN Accelerators

Yunhee Woo

Dongyoung Kim

Jaemin Jeong

Jeong-Gun Lee

2021/11/1

Design and Tradeoff Analysis of a Multi-Frequency Clocking Circuit Utilizing High-Speed Carry Chains on an FPGAs

한국정보기술학회논문지

Jeong-Gun Lee

Deok-Young Lee

2021/1

Sleep stage classification for inter-institutional transfer learning

Dongyoung Kim

Yunhee Woo

Jaemin Jeong

Dong-Kyu Kim

Jeong-Gun Lee

2021/10/20

Image-based Sleep Stage Classification Model for Multi-Institutional Dataset

Yunhee Woo

Dongyoung Kim

Jaemin Jeong

Dong-Kyu Kim

Jeong-Gun Lee

2021/10/20

Zero-keep filter pruning for energy/power efficient deep neural networks

Electronics

Yunhee Woo

Dongyoung Kim

Jaemin Jeong

Young-Woong Ko

Jeong-Gun Lee

2021/5/22

A One-Cycle Correction Error-Resilient Flip-Flop for Variation-Tolerant Designs on an FPGA

Electronics

Dam Minh Tung

Nguyen Van Toan

Jeong-Gun Lee

2020/4/10

FPGA-based multi-level approximate multipliers for high-performance error-resilient applications

IEEE Access

Nguyen Van Toan

Jeong-Gun Lee

2020/2/3

Filter Combination Learning for Convolutional Neural Network

Jae-Min Jeong

Dongyoung Kim

Yunhee Woo

Jeong-Gun Lee

2020/10/21

Zero-keep filter pruning for energy efficient deep neural network

Yunhee Woo

Dongyoung Kim

Jaemin Jeong

Young-Woong Ko

Jeong-Gun Lee

2020/10/21

In-Situ Timing Error Predictor-Based Two-Cycle Adaptive Frequency Scaling System on an FPGA

Journal of Circuits, Systems and Computers

Minh Tung Dam

Van Toan Nguyen

Jeong-Gun Lee

2020/5/19

See List of Professors in Jeong-Gun Lee University(Hallym University)