Energy-efficient DNN Training Processors on Micro-AI Systems
Han, Donghyeon, Kang, Sanghoon, Kim, Sangyeob, Lee, Juhyoung, Yoo, Hoi-Jun
Published in IEEE open journal of solid-state circuits (2022)
Published in IEEE open journal of solid-state circuits (2022)
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Journal Article
An Ultra-low-power Mixed-mode Face Recognition Processor for Always-on User Authentication in Mobile Device
Kim, Ji-Hoon, Kim, Changhyeon, Kim, Kwantae, Lee, Juhyoung, Yoo, Hoi-Jun, Kim, Joo-Young
Published in Journal of semiconductor technology and science (01.12.2020)
Published in Journal of semiconductor technology and science (01.12.2020)
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Journal Article
A 46.1 fps Global Matching Optical Flow Estimation Processor for Action Recognition in Mobile Devices
Juhyoung Lee, Changhyeon Kim, Sungpill Choi, Dongjoo Shin, Sanghoon Kang, Hoi-Jun Yoo
Published in 2018 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2018)
Published in 2018 IEEE International Symposium on Circuits and Systems (ISCAS) (01.05.2018)
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Conference Proceeding
HNPU: An Adaptive DNN Training Processor Utilizing Stochastic Dynamic Fixed-Point and Active Bit-Precision Searching
Han, Donghyeon, Im, Dongseok, Park, Gwangtae, Kim, Youngwoo, Song, Seokchan, Lee, Juhyoung, Yoo, Hoi-Jun
Published in IEEE journal of solid-state circuits (01.09.2021)
Published in IEEE journal of solid-state circuits (01.09.2021)
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Journal Article
이미지 데이터를 모니터링하는 관리도에서 이미지와 ROI 크기 조정의 영향
이주형, Juhyoung Lee, 윤형욱, Hyeonguk Yoon, 이성민, Sungmin Lee, 이재헌, Jaeheon Lee
Published in Ŭngyong tʻonggye yŏnʼgu (2017)
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Published in Ŭngyong tʻonggye yŏnʼgu (2017)
Journal Article
SNPU: An Energy-Efficient Spike Domain Deep-Neural-Network Processor With Two-Step Spike Encoding and Shift-and-Accumulation Unit
Kim, Sangyeob, Kim, Sangjin, Um, Soyeon, Kim, Soyeon, Lee, Juhyoung, Yoo, Hoi-Jun
Published in IEEE journal of solid-state circuits (01.10.2023)
Published in IEEE journal of solid-state circuits (01.10.2023)
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Journal Article
Z-PIM: A Sparsity-Aware Processing-in-Memory Architecture With Fully Variable Weight Bit-Precision for Energy-Efficient Deep Neural Networks
Kim, Ji-Hoon, Lee, Juhyoung, Lee, Jinsu, Heo, Jaehoon, Kim, Joo-Young
Published in IEEE journal of solid-state circuits (01.04.2021)
Published in IEEE journal of solid-state circuits (01.04.2021)
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Journal Article
A Low-Power Graph Convolutional Network Processor With Sparse Grouping for 3D Point Cloud Semantic Segmentation in Mobile Devices
Kim, Sangjin, Kim, Sangyeob, Lee, Juhyoung, Yoo, Hoi-Jun
Published in IEEE transactions on circuits and systems. I, Regular papers (01.04.2022)
Published in IEEE transactions on circuits and systems. I, Regular papers (01.04.2022)
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Journal Article
GANPU: An Energy-Efficient Multi-DNN Training Processor for GANs With Speculative Dual-Sparsity Exploitation
Kang, Sanghoon, Han, Donghyeon, Lee, Juhyoung, Im, Dongseok, Kim, Sangyeob, Kim, Soyeon, Ryu, Junha, Yoo, Hoi-Jun
Published in IEEE journal of solid-state circuits (01.09.2021)
Published in IEEE journal of solid-state circuits (01.09.2021)
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Journal Article
DynaPlasia: An eDRAM In-Memory Computing-Based Reconfigurable Spatial Accelerator With Triple-Mode Cell
Kim, Sangjin, Li, Zhiyong, Um, Soyeon, Jo, Wooyoung, Ha, Sangwoo, Lee, Juhyoung, Kim, Sangyeob, Han, Donghyeon, Yoo, Hoi-Jun
Published in IEEE journal of solid-state circuits (01.01.2024)
Published in IEEE journal of solid-state circuits (01.01.2024)
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Journal Article
DNPU: An Energy-Efficient Deep-Learning Processor with Heterogeneous Multi-Core Architecture
Shin, Dongjoo, Lee, Jinmook, Lee, Jinsu, Lee, Juhyoung, Yoo, Hoi-Jun
Published in IEEE MICRO (01.09.2018)
Published in IEEE MICRO (01.09.2018)
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Journal Article
TSUNAMI: Triple Sparsity-Aware Ultra Energy-Efficient Neural Network Training Accelerator With Multi-Modal Iterative Pruning
Kim, Sangyeob, Lee, Juhyoung, Kang, Sanghoon, Han, Donghyeon, Jo, Wooyoung, Yoo, Hoi-Jun
Published in IEEE transactions on circuits and systems. I, Regular papers (01.04.2022)
Published in IEEE transactions on circuits and systems. I, Regular papers (01.04.2022)
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Journal Article
ECIM: Exponent Computing in Memory for an Energy-Efficient Heterogeneous Floating-Point DNN Training Processor
Lee, Juhyoung, Kim, Jihoon, Jo, Wooyoung, Kim, Sangyeob, Kim, Sangjin, Yoo, Hoi-Jun
Published in IEEE MICRO (01.01.2022)
Published in IEEE MICRO (01.01.2022)
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Journal Article
농업용수 기후변화 취약성 평가 및 농업생산기반시설 기후위기 적응대책에 대한 연구
송석호(Song, SukHo), 이주형(Lee, JuHyoung), 박달주(Park, DalJu), 이명원(Lee, MyoungWon)
Published in 한국기후변화학회지 (01.12.2023)
Published in 한국기후변화학회지 (01.12.2023)
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Journal Article