Micro-Objective Learning : Accelerating Deep Reinforcement Learning through the Discovery of Continuous Subgoals. - Sungtae Lee; Sang-Woo Lee 001; Jinyoung Choi; Dong-Hyun Kwak; Byoung-Tak Zhang (CoRR, 2017)

Adaptive Learning Rule for Hardware-based Deep Neural Networks Using Electronic Synapse Devices. - Suhwan Lim; Jong-Ho Bae; Jai-Ho Eum; Sungtae Lee; Chul-Heung Kim; Byung-Gook Park; Jong-Ho Lee 002 (CoRR, 2017)

Hardware-based Neural Networks using a Gated Schottky Diode as a Synapse Device. - Suhwan Lim; Jong-Ho Bae; Jai-Ho Eum; Sungtae Lee; Chul-Heung Kim; Dongseok Kwon; Jong-Ho Lee 002 (ISCAS, 2018)

A Study on Improvement of Sound Quality of Flat Display Speaker by Improving Acoustic Radiation Characteristics. - Sungtae Lee; Kwanho Park; Hyungwoo Park (CSII (selected papers), 2019)

Review of candidate devices for neuromorphic applications. - Jong-Ho Lee 002; Yoohyun Noh; Hyeongsu Kim; Jangsaeng Kim; Jong-Ho Bae; Sung Yun Woo; Sungtae Lee; Suhwan Lim; Won-Mook Kang; Young-Tak Seo; Soochang Lee; Dongseok Kwon; et al. (ESSDERC, 2019)

Investigation of Neural Networks Using Synapse Arrays Based on Gated Schottky Diodes. - Suhwan Lim; Dongseok Kwon; Sungtae Lee; Hyeongsu Kim; Jong-Ho Bae; Jong-Ho Lee 002 (IJCNN, 2019)

Adaptive learning rule for hardware-based deep neural networks using electronic synapse devices. - Suhwan Lim; Jong-Ho Bae; Jai-Ho Eum; Sungtae Lee; Chul-Heung Kim; Dongseok Kwon; Byung-Gook Park; Jong-Ho Lee 002 (Neural Comput. Appl., 2019)

A Study on the Improvement of Acoustic Radiation Characteristics of Flat Panel Exciter Speakers. - Sungtae Lee; Kwanho Park; Hyungwoo Park (ICCE, 2020)

Efficient precise weight tuning protocol considering variation of the synaptic devices and target accuracy. - Hyeongsu Kim; Jong-Ho Bae; Suhwan Lim; Sungtae Lee; Young-Tak Seo; Dongseok Kwon; Byung-Gook Park; Jong-Ho Lee 002 (Neurocomputing, 2020)

Sound Quality Enhancement by using the Single Core Exciter in OLED Panel. - Sungtae Lee; Kwanho Park; Hyungwoo Park (KSII Trans. Internet Inf. Syst., 2020)

Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks. - Sungryull Sohn; Sungtae Lee; Jongwook Choi; Harm van Seijen; Mehdi Fatemi; Honglak Lee (ICML, 2021)

Unsupervised Object Interaction Learning with Counterfactual Dynamics Models. - Jongwook Choi; Sungtae Lee; Xinyu Wang; Sungryull Sohn; Honglak Lee (AAAI, 2024)

Research on OLED Panel Exciter Speakers for New Sound Experiences in Vehicle Interiors. - Sungtae Lee; Hyungwoo Park (ICCE, 2025)