Dongseok Im

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 · 73 citations

Computing, Computer Science, Artificial Intelligence +14

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 · 59 citations

Engineering, Computer Engineering, Computer Science +17

DT-CNN: Dilated and Transposed Convolution Neural Network Accelerator for Real-Time Image Segmentation on Mobile Devices

Dongseok Im, Donghyeon Han, Sungpill Choi et al. · 2019 · 47 citations

Computing, Computer Science, Computer Vision +16

DT-CNN: An Energy-Efficient Dilated and Transposed Convolutional Neural Network Processor for Region of Interest Based Image Segmentation

Dongseok Im, Donghyeon Han, Sungpill Choi et al. · IEEE Transactions on Circuits and Systems I Regular Papers · 2020 · 45 citations

Computing, Computer Science, Computer Vision +15

GANPU: An Energy-Efficient Multi-DNN Training Processor for GANs With Speculative Dual-Sparsity Exploitation

Sanghoon Kang, Donghyeon Han, Juhyoung Lee et al. · IEEE Journal of Solid-State Circuits · 2021 · 38 citations

Computing, Computer Engineering, Computer Science +16