Donghyeon Han

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

A Low-Power Convolutional Neural Network Face Recognition Processor and a CIS Integrated With Always-on Face Detector

Kyeongryeol Bong, Sungpill Choi, Changhyeon Kim et al. · IEEE Journal of Solid-State Circuits · 2017 · 108 citations

Smart Devices, Convolutional Neural Network, Cnn Processor +21

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

HNPU: An Adaptive DNN Training Processor Utilizing Stochastic Dynamic Fixed-Point and Active Bit-Precision Searching

Donghyeon Han, Dongseok Im, Gwangtae Park et al. · IEEE Journal of Solid-State Circuits · 2021 · 56 citations

Artificial Intelligence, Engineering, Machine Learning +18

16.5 DynaPlasia: An eDRAM In-Memory-Computing-Based Reconfigurable Spatial Accelerator with Triple-Mode Cell for Dynamic Resource Switching

Sangjin Kim, Zhiyong Li, Soyeon Um et al. · 2023 · 55 citations

Dynamic Resource, Engineering, Memory Design +18