Donghyeon Han - Concepedia

Author

Donghyeon Han

Korea Advanced Institute of Science and Technology ORCID

Also Known As

Donghyeon Han, Han, Donghyeon

113

Publications

1.5K

Citations

H-Index

Concepts

All Affiliations

Korea Advanced Institute of Science and Technology Massachusetts Institute of Technology Hyundai Motors (South Korea)Korea Institute of Science and Technology

About

Donghyeon Han is an author at Korea Advanced Institute of Science and Technology specializing in computer engineering, engineering, and deep learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	18	26	1K
2	Social Sciences	2	2	91
3	Education	1	1	16
4	Health Sciences	1	1	12
5	Natural Sciences	1	1	50

Donghyeon Han

Publications

1.3K

Citations

H-Index

Page 1

	Year	Citations
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, Convolutional Neural NetworkEngineeringMachine LearningEnergy EfficiencyComputer Architecture	2019	154
A Low-Power Convolutional Neural Network Face Recognition Processor and a CIS Integrated With Always-on Face Detector Kyeongryeol Bong, Sungpill Choi, Changhyeon Kim, IEEE Journal of Solid-State Circuits Smart DevicesConvolutional Neural NetworkCnn ProcessorEngineeringMachine Learning	2017	108
7.4 GANPU: A 135TFLOPS/W Multi-DNN Training Processor for GANs with Speculative Dual-Sparsity Exploitation Sanghoon Kang, Donghyeon Han, Juhyoung Lee, Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningGenerative System	2020	71
HNPU: An Adaptive DNN Training Processor Utilizing Stochastic Dynamic Fixed-Point and Active Bit-Precision Searching Donghyeon Han, Dongseok Im, Gwangtae Park, IEEE Journal of Solid-State Circuits Artificial IntelligenceEngineeringMachine LearningNeural Networks (Machine Learning)Active Bit-precision Searching	2021	56
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, Dynamic ResourceEngineeringMemory DesignEmerging Memory TechnologyComputer Architecture	2023	55
The Hardware and Algorithm Co-Design for Energy-Efficient DNN Processor on Edge/Mobile Devices Jinsu Lee, Sanghoon Kang, Jinmook Lee, IEEE Transactions on Circuits and Systems I Regular Papers Convolutional Neural NetworkEngineeringMachine LearningHardware AlgorithmComputer Architecture	2020	54
A Low-Power Deep Neural Network Online Learning Processor for Real-Time Object Tracking Application Donghyeon Han, Jinsu Lee, Jinmook Lee, IEEE Transactions on Circuits and Systems I Regular Papers EngineeringMachine LearningHardware AlgorithmComputer ArchitectureMw Power Consumption	2018	50
Spintronic Physical Unclonable Functions Based on Field‐Free Spin–Orbit‐Torque Switching Soogil Lee, Jaimin Kang, Jeong‐Mok Kim, Advanced Materials EngineeringSpin SystemsRobust Information SecurityMagnetic ResonanceSpintronic Material	2022	50
DT-CNN: Dilated and Transposed Convolution Neural Network Accelerator for Real-Time Image Segmentation on Mobile Devices Dongseok Im, Donghyeon Han, Sungpill Choi, Convolutional Neural NetworkReal-time Image SegmentationMachine VisionImage AnalysisDeep Learning	2019	47
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, IEEE Transactions on Circuits and Systems I Regular Papers Convolutional Neural NetworkEngineeringMachine LearningImage Sequence AnalysisImage Analysis	2020	44

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