Sanghoon Kang - Concepedia

Author

Sanghoon Kang

Korea Advanced Institute of Science and Technology ORCID

Also Known As

Da-Yeon Choi, S. Kang, S.-K. Kang, Sang-Hoon Kang, Sanghoon KANG, Sanghoon Kang

Publications

1.4K

Citations

H-Index

Concepts

All Affiliations

Korea Advanced Institute of Science and Technology Rutgers, The State University of New Jersey

About

Sanghoon Kang 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	16	20	1.3K
2	Arts	1	1	11
3	Health Sciences	1	1	12
4	Natural Sciences	1	1	14
5	Social Sciences	1	1	304

Sanghoon Kang

Publications

1.3K

Citations

H-Index

Page 1

	Year	Citations
UNPU: An Energy-Efficient Deep Neural Network Accelerator With Fully Variable Weight Bit Precision Jinmook Lee, Changhyeon Kim, Sanghoon Kang, IEEE Journal of Solid-State Circuits EngineeringMachine LearningHardware AccelerationEnergy EfficiencyEdge Computing	2018	321
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, Convolutional Neural NetworkEngineeringMachine LearningAdvanced ComputingHardware Algorithm	2018	304
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, Wearable SystemConvolutional Neural NetworkFr SystemEngineeringBiometrics	2017	129
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
A 2.1TFLOPS/W Mobile Deep RL Accelerator with Transposable PE Array and Experience Compression Changhyeon Kim, Sanghoon Kang, Dongjoo Shin, Artificial IntelligenceEngineeringRobotic AgentHardware AlgorithmComputer Architecture	2019	58
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
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
A Full HD 60 fps CNN Super Resolution Processor with Selective Caching based Layer Fusion for Mobile Devices Juhyoung Lee, Dongjoo Shin, Jinsu Lee, Super-resolution ImagingLayer FusionEngineeringHardware AccelerationFull Hd 60	2019	39
GANPU: An Energy-Efficient Multi-DNN Training Processor for GANs With Speculative Dual-Sparsity Exploitation Sanghoon Kang, Donghyeon Han, Juhyoung Lee, IEEE Journal of Solid-State Circuits Artificial IntelligenceOutput Feature ZerosConvolutional Neural NetworkEngineeringMachine Learning	2021	36

Page 1