Personal Information
Yeongjae Choi
emailyjchoi at
research interests
International Journal Papers
Yeongjae Choi, Jaehyeong Sim, Lee-Sup Kim
CREMON: Cryptography Embedded on the Convolutional Neural Network Accelerator
IEEE Transactions on Circuits and Systems II: Express Briefs, 2020
Yeongjae Choi, Dongmyung Bae, Jaehyeong Sim, Seungkyu Choi, Minhye Kim, Lee-Sup Kim
Energy-efficient design of processing element for convolutional neural network
IEEE Transactions on Circuits and Systems II, 2017
International Conference Papers
Jaekang Shin, Seungkyu Choi, Yeongjae Choi, Lee-Sup Kim
A Pragmatic Approach to On-device Incremental Learning System with Selective Weight Updates
IEEE/ACM Design Automation Conference , 2020
Youngbeom Jung, Yeongjae Choi, Jaehyeong Sim, Lee-Sup Kim
eSRCNN: A Framework for Optimizing Super-Resolution Tasks on Diverse Embedded CNN Accelerators
IEEE/ACM International Conference On Computer Aided Design, 2019
Seungkyu Choi, Jaehyeong Sim, Myeonggu Kang, Yeongjae Choi, Hyeonuk Kim, Lee-Sup Kim
A 47.4uJ/epoch Trainable Deep Convolutional Neural Network Accelerator for In-Situ Personalization on Smart Devices
IEEE Asian Solid-State Circuits Conference, 2019
Seungkyu Choi, Jaekang Shin, Yeongjae Choi, Lee-Sup Kim
An Optimized Design Technique of Low-bit Neural Network Training for Personalization on IoT Devices
IEEE/ACM Design Automation Conference, 2019
Hyeonuk Kim, Jaehyeong Sim, Yeongjae Choi, Lee-Sup Kim
NAND-Net: Minimizing Computational Complexity of In-Memory Processing for Binary Neural Networks
IEEE International Symposium on High-Performance Computer Architecture, 2019
Hyeonuk Kim, Jaehyeong Sim, Yeongjae Choi, Lee-Sup Kim
A Kernel Decomposition Architecture for Binary-weight Convolutional Neural Networks
ACM/IEEE Design Automation Conference, 2017
Yeongjae Choi, Jun-Seok Park, Lee-Sup Kim
Hardware-Centric Vision Processing for Mobile IoT Environment Exploiting Approximate Graph cut in Resistor Grid
IEEE Winter Conference on Applications of Computer Vision, 2017
Jaehyeong Sim, Jun-Seok Park, Minhye Kim, Dongmyung Bae, Yeongjae Choi, Lee-Sup Kim
A 1.42TOPS/W Deep Convolutional Neural Network Recognition Processor for Intelligent IoE Systems
IEEE International Solid-State Circuit Conference, 2016