Sungtae Lee

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 13

Top Topics

Minimal Surface

Reinforcement Learning

Dijkstra Algorithm

Synaptic Weights

Top Venues

CSII (selected papers)

Neural Comput. Appl.

Publications

Jongwook Choi, Sungtae Lee, Xinyu Wang, Sungryull Sohn, Honglak Lee
Unsupervised Object Interaction Learning with Counterfactual Dynamics Models. AAAI (2024)
Sungryull Sohn, Sungtae Lee, Jongwook Choi, Harm van Seijen, Mehdi Fatemi, Honglak Lee
Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks. ICML (2021)
Sungryull Sohn, Sungtae Lee, Jongwook Choi, Harm van Seijen, Mehdi Fatemi, Honglak Lee
Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks. CoRR (2021)
Sungtae Lee, Kwanho Park, Hyungwoo Park
A Study on the Improvement of Acoustic Radiation Characteristics of Flat Panel Exciter Speakers. ICCE (2020)
Hyeongsu Kim, Jong-Ho Bae, Suhwan Lim, Sungtae Lee, Young-Tak Seo, Dongseok Kwon, Byung-Gook Park, Jong-Ho Lee
Efficient precise weight tuning protocol considering variation of the synaptic devices and target accuracy. Neurocomputing 378 (2020)
Sungtae Lee, Kwanho Park, Hyungwoo Park
Sound Quality Enhancement by using the Single Core Exciter in OLED Panel. KSII Trans. Internet Inf. Syst. 14 (2) (2020)
Suhwan Lim, Jong-Ho Bae, Jai-Ho Eum, Sungtae Lee, Chul-Heung Kim, Dongseok Kwon, Byung-Gook Park, Jong-Ho Lee
Adaptive learning rule for hardware-based deep neural networks using electronic synapse devices. Neural Comput. Appl. 31 (11) (2019)
Jong-Ho Lee, 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, Seongbin Oh
Review of candidate devices for neuromorphic applications. ESSDERC (2019)
Sungtae Lee, Kwanho Park, Hyungwoo Park
A Study on Improvement of Sound Quality of Flat Display Speaker by Improving Acoustic Radiation Characteristics. CSII (selected papers) (2019)
Suhwan Lim, Dongseok Kwon, Sungtae Lee, Hyeongsu Kim, Jong-Ho Bae, Jong-Ho Lee
Investigation of Neural Networks Using Synapse Arrays Based on Gated Schottky Diodes. IJCNN (2019)
Suhwan Lim, Jong-Ho Bae, Jai-Ho Eum, Sungtae Lee, Chul-Heung Kim, Dongseok Kwon, Jong-Ho Lee
Hardware-based Neural Networks using a Gated Schottky Diode as a Synapse Device. ISCAS (2018)
Suhwan Lim, Jong-Ho Bae, Jai-Ho Eum, Sungtae Lee, Chul-Heung Kim, Byung-Gook Park, Jong-Ho Lee
Adaptive Learning Rule for Hardware-based Deep Neural Networks Using Electronic Synapse Devices. CoRR (2017)
Sungtae Lee, Sang-Woo Lee, Jinyoung Choi, Dong-Hyun Kwak, Byoung-Tak Zhang
Micro-Objective Learning : Accelerating Deep Reinforcement Learning through the Discovery of Continuous Subgoals. CoRR (2017)