Sanghoon Kang

UNPU: An Energy-Efficient Deep Neural Network Accelerator With Fully Variable Weight Bit Precision

Jinmook Lee, Changhyeon Kim, Sanghoon Kang et al. · IEEE Journal of Solid-State Circuits · 2018 · 321 citations

Engineering, Machine Learning, Hardware Acceleration +12

UNPU: A 50.6TOPS/W unified deep neural network accelerator with 1b-to-16b fully-variable weight bit-precision

Jinmook Lee, Changhyeon Kim, Sanghoon Kang et al. · 2018 · 304 citations

Convolutional Neural Network, Engineering, Machine Learning +19

14.6 A 0.62mW ultra-low-power convolutional-neural-network face-recognition processor and a CIS integrated with always-on haar-like face detector

Kyeongryeol Bong, Sungpill Choi, Changhyeon Kim et al. · 2017 · 129 citations

Wearable System, Convolutional Neural Network, Fr System +18

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

A 2.1TFLOPS/W Mobile Deep RL Accelerator with Transposable PE Array and Experience Compression

Changhyeon Kim, Sanghoon Kang, Dongjoo Shin et al. · 2019 · 58 citations

Artificial Intelligence, Engineering, Robotic Agent +18