Choongseop Lee (이충섭) is currently a researcher at LG PRI (LG Platform Research Institute). He received his B.Eng. and M.Eng. degree in computer engineering from Kwangwoon University in Seoul, Republic of Korea.

His research interests include machine learning and computational neuroscience, with a focus on spiking neural networks and neuromorphic computing.

Publications

Journal Articles

• C Lee, G Yang, J Baek, Y Park, M Cheon, J Park, C Park, “Regression Model Employing Spiking Neural Network for Bio-Signal Analysis With Hardware Integration”, IEEE Access, 2025

• C Lee, Y Park, S Yoon, J Lee, Y Cho, C Park, “Brain-inspired learning rules for spiking neural network-based control: a tutorial”, Biomedical Engineering Letters, 15 (1), 37-55, 2025

• G Yang, W Lee, Y Seo, C Lee, W Seok, J Park, D Sim, C Park, “Unsupervised Spiking Neural Network with Dynamic Learning of Inhibitory Neurons”, Sensors, 23 (16), 7232, 2023

• Y Park, U Sunarya, G Yang, S Baek, “Classification using a Spiking Neural Network: A Review”, IEIE Transactions On Smart Processing & Computing, 64-71, 2023

• J Baek, C Lee, H Yu, S Baek, S Lee, S Lee, C Park, “Automatic sleep scoring using intrinsic mode based on interpretable deep neural networks”, IEEE Access, 10, 36895-36906, 2022

• S Baek, J Baek, H Yu, C Lee, C Park, “Explainable sleep staging Algorithm using a single-channel electroencephalogram”, IEIE Transactions on Smart Processing & Computing, 11 (1), 8-13, 2022

• 이충섭, 이원규, 한승우, 박철수, “스마트 헬스 시티를 위한 ECG 기반 부정맥 감지 SNN 알고리즘”, 한국통신학회논문지, 45 (12), 2193-2201, 2020

Conference Papers

• C Lee, T Woinoski, IV Bajić, “Decomposed Key-Point Detector for Swimming Pool Localization”, 2023 IEEE International Conference on Multimedia and Expo Workshops (ICMEW), 2023

• 이충섭, 양근보, 박종길, 박철수, “SVR 을 이용한 ECG 기반 심박수 추정 Spiking Neural Network”, 대한전자공학회 학술대회, 852-855, 2022

• 이충섭, 박철수, “시계열 데이터 분석을 위한 시간 인코딩 기반 SNN 연구”, 대한전자공학회 학술대회, 1772-1774, 2021

Patents

• 박철수, 양근보, 이충섭, “몽유병을 감지하는 엣지 디바이스”, 출원번호: 10-2022-0164099, Dec. 2022

• 박철수, 이충섭, 율리 선 하리야니, 백수환, “손톱주름 모세혈관 속 백혈구의 수를 산출하기 위한 뉴로모픽 컴퓨팅 장치 (NEUROMORPHIC COMPUTING DEVICE FOR CALCULATING THE NUMBER OF WHITE BLOOD CELLS IN THE CAPILLARIES OF THE NAIL FOLD)”, 출원번호: 10-2021-0190464, Dec. 2021

• 박철수, 이원규, 이충섭, “뉴로모픽 컴퓨팅 장치 (NEUROMORPHIC COMPUTING DEVICE)”, 출원번호: 10-2020-0161286, Nov. 2020