Juhyoung Lee

7.7 LNPU: A 25.3TFLOPS/W Sparse Deep-Neural-Network Learning Processor with Fine-Grained Mixed Precision of FP8-FP16

Jinsu Lee, Juhyoung Lee, Donghyeon Han et al. · 2019 · 154 citations

Convolutional Neural Network, Engineering, Machine Learning +17

7.4 GANPU: A 135TFLOPS/W Multi-DNN Training Processor for GANs with Speculative Dual-Sparsity Exploitation

Sanghoon Kang, Donghyeon Han, Juhyoung Lee et al. · 2020 · 71 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +19

DNPU: An Energy-Efficient Deep-Learning Processor with Heterogeneous Multi-Core Architecture

Dongjoo Shin, Jinmook Lee, Jinsu Lee et al. · IEEE Micro · 2018 · 68 citations

Embedded Processing, Deep Neural Networks, Engineering +15

Z-PIM: A Sparsity-Aware Processing-in-Memory Architecture With Fully Variable Weight Bit-Precision for Energy-Efficient Deep Neural Networks

Ji-Hoon Kim, Juhyoung Lee, Jinsu Lee et al. · IEEE Journal of Solid-State Circuits · 2021 · 63 citations

Engineering, Machine Learning, Computer Architecture +16

SRNPU: An Energy-Efficient CNN-Based Super-Resolution Processor With Tile-Based Selective Super-Resolution in Mobile Devices

Juhyoung Lee, Jinsu Lee, Hoi‐Jun Yoo · IEEE Journal on Emerging and Selected Topics in Circuits and Systems · 2020 · 62 citations

Super-resolution Imaging, Convolutional Neural Network, Engineering +12