Jaecheol Lee
Contact Information
- Current Affiliation: Samsung Electronics (Memory Division)
- Email : leejcl[at]postech.ac.kr
Education
- [2018/02~2020/02] M.S in Electrical Engineering, POSTECH, Pohang, Korea
- Thesis : Stepwise Resolution Scaling for Low-Cost Convolutional Neural Network Training
- [2012/03~2018/02] B.S. in Electronics Engineering, Kyungpook National University, Daegu, Korea
Research Interests
- Embedded System Architecture
- Design Automation
- Neuromorphic Systems
- Hardware-Efficient Neural Networks
Experience
- [2018/02~2020/02] Research Assistant, Electrical Engineering, POSTECH, Pohang, Korea
- [2016/08~2017/02] Research Assistant, Electronics Engineering, Kyungpook National University, Daegu, Korea
Publications
- Journal Papers
- M. Ha, Y. Byun, J. Kim, J. Lee, Y. Lee, and S. Lee, "Selective Deep Convolutional Neural Network for Low Cost Distorted Image Classification," IEEE Access, vol. 7, no. 1, pp. 133030-133042, Dec. 2019.
- Conference Papers
- B. Gu, J. Lee, and J. Kong, "Quantifying and Analyzing Performance and Energy-Efficiency of Mobile Deep Learning with Various Frequency Governors," The 32nd International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC), July 2017.