Browse "EE-Journal Papers(저널논문)" by Author Kang, Sanghoon
Showing results 1 to 16 of 16
| A 99.4 fps Optical Flow Estimation Processor with Image Tiling for Action Recognition in Mobile Devices Lee, Juhyoung; Choi, Sungpill; Lee, Jinmook; Kang, Sanghoon; Yoo, Hoi-Jun, JOURNAL OF SEMICONDUCTOR TECHNOLOGY AND SCIENCE, v.19, no.1, pp.116 - 123, 2019-02 |
| A Mobile 3-D Object Recognition Processor With Deep-Learning-Based Monocular Depth Estimation Im, Dongseok; Park, Gwangtae; Li, Zhiyong; Ryu, Junha; Kang, Sanghoon; Han, Donghyeon; Lee, Jinsu; et al, IEEE MICRO, v.43, no.3, pp.74 - 82, 2023-05 |
| A Pipelined Point Cloud Based Neural Network Processor for 3-D Vision With Large-Scale Max Pooling Layer Prediction Im, Dongseok; Han, Donghyeon; Kang, Sanghoon; Yoo, Hoi-Jun, IEEE JOURNAL OF SOLID-STATE CIRCUITS, v.57, no.2, pp.661 - 670, 2022-02 |
| An Energy-Efficient Deep Reinforcement Learning Accelerator With Transposable PE Array and Experience Compression Kim, Changhyeon; Kang, Sanghoon; Choi, Sungpill; Shin, Dongjoo; Kim, Youngwoo; Yoo, Hoi-Jun, IEEE Solid-State Circuits Letters, v.2, no.11, pp.228 - 231, 2019-11 |
| An Energy-Efficient GAN Accelerator With On-Chip Training for Domain-Specific Optimization Kim, Soyeon; Kang, Sanghoon; Han, Donghyeon; Kim, Sangjin; Kim, Sangyeob; Yoo, Hoi-Jun, IEEE JOURNAL OF SOLID-STATE CIRCUITS, v.56, no.10, pp.2968 - 2980, 2021-10 |
| An Overview of Sparsity Exploitation in CNNs for On-Device Intelligence With Software-Hardware Cross-Layer Optimizations Kang, Sanghoon; Park, Gwangtae; Kim, Sangjin; Kim, Soyeon; Han, Donghyeon; Yoo, Hoi-Jun, IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, v.11, no.4, pp.634 - 648, 2021-12 |
| DSPU: An Efficient Deep Learning-Based Dense RGB-D Data Acquisition With Sensor Fusion and 3-D Perception SoC Im, Dongseok; Park, Gwangtae; Ryu, Junha; Li, Zhiyong; Kang, Sanghoon; Han, Donghyeon; Lee, Jinsu; et al, IEEE JOURNAL OF SOLID-STATE CIRCUITS, v.58, no.1, pp.177 - 188, 2023-01 |
| DT-CNN: An Energy-Efficient Dilated and Transposed Convolutional Neural Network Processor for Region of Interest Based Image Segmentation Im, Dongseok; Han, Donghyeon; Choi, Sungpill; Kang, Sanghoon; Yoo, Hoi-Jun, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, v.67, no.10, pp.3471 - 3483, 2020-10 |
| Energy-Efficient DNN Training Processors on Micro-AI Systems Han, Donghyeon; Kang, Sanghoon; Kim, Sangyeob; Lee, Juhyoung; Yoo, Hoi-Jun, IEEE Open Journal of the Solid-State Circuits Society, v.2, pp.259 - 275, 2022-11 |
| FlashMAC: A Time-Frequency Hybrid MAC Architecture With Variable Latency-Aware Scheduling for TinyML Systems Gweon, Surin; Kang, Sanghoon; Kim, Kwantae; Yoo, Hoi-Jun, IEEE JOURNAL OF SOLID-STATE CIRCUITS, v.57, no.10, pp.2944 - 2956, 2022-10 |
| 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; et al, IEEE JOURNAL OF SOLID-STATE CIRCUITS, v.56, no.9, pp.2845 - 2857, 2021-09 |
| Low-Power Scalable 3-D Face Frontalization Processor for CNN-Based Face Recognition in Mobile Devices Kang, Sanghoon; Lee, Jinmook; Bong, Kyeongryeol; Changhyeon Kim; Kim, Youchang; Yoo, Hoi-Jun, IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, v.8, no.4, pp.873 - 883, 2018-12 |
| PNPU: An Energy-Efficient Deep-Neural-Network Learning Processor with Stochastic Coarse-Fine Level Weight Pruning and Adaptive Input/Output/Weight Zero Skipping Kim, Sangyeob; Lee, Juhyoung; Kang, Sanghoon; Lee, Jinmook; Jo, Wooyoung; Yoo, Hoi-Jun, IEEE Solid-State Circuits Letters, v.4, pp.22 - 25, 2021 |
| The Hardware and Algorithm Co-Design for Energy-Efficient DNN Processor on Edge/Mobile Devices Lee, Jinsu; Kang, Sanghoon; Lee, Jinmook; Shin, Dongjoo; Han, Donghyeon; Yoo, Hoi-Jun, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, v.67, no.10, pp.3458 - 3470, 2020-10 |
| 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, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, v.69, no.4, pp.1494 - 1506, 2022-04 |
| UNPU: An Energy-Efficient Deep Neural Network Accelerator With Fully Variable Weight Bit Precision Lee, Jinmook; Kim, Changhyeon; Kang, Sanghoon; Shin, Dongjoo; Sangyeob Kim; Yoo, Hoi-Jun, IEEE JOURNAL OF SOLID-STATE CIRCUITS, v.54, no.1, pp.1 - 13, 2019-01 |
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