Yongpan Liu
Tsinghua University
H-index: 42
Asia-China
Top articles of Yongpan Liu
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A Dynamic Execution Neural Network Processor for Fine-Grained Mixed-Precision Model Training Based on Online Quantization Sensitivity Analysis | IEEE Journal of Solid-State Circuits | Ruoyang Liu Chenhan Wei Yixiong Yang Wenxun Wang Binbin Yuan | 2024/3/28 |
Block-Wise Dynamic-Precision Neural Network Training Acceleration via Online Quantization Sensitivity Analytics | Ruoyang Liu Chenhan Wei Yixiong Yang Wenxun Wang Huazhong Yang | 2023/1/16 | |
An Energy-Efficient Computing-in-Memory NN Processor With Set-Associate Blockwise Sparsity and Ping-Pong Weight Update | IEEE Journal of Solid-State Circuits | Jinshan Yue Yongpan Liu Xiaoyu Feng Yifan He Jingyu Wang | 2023/10/30 |
A 28nm 1.07TFLOPS/mm2 Dynamic-Precision Training Processor with Online Dynamic Execution and Multi- Level-Aligned Block-FP Processing | Yixiong Yang Ruoyang Liu Chenhan Wei Wenxun Wang Wenyu Sun | 2023/4/23 | |
STICKER-IM: A 65 nm computing-in-memory NN processor using block-wise sparsity optimization and inter/intra-macro data reuse | IEEE Journal of Solid-State Circuits | Jinshan Yue Yongpan Liu Zhe Yuan Xiaoyu Feng Yifan He | 2022/2/16 |
Toward Low-Bit Neural Network Training Accelerator by Dynamic Group Accumulation | Yixiong Yang Ruoyang Liu Wenyu Sun Jinshan Yue Huazhong Yang | 2022/1/17 | |
PACA: A pattern pruning algorithm and channel-fused high PE utilization accelerator for CNNs | IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems | Jingyu Wang Songming Yu Zhuqing Yuan Jinshan Yue Zhe Yuan | 2022/1/6 |
A 65-nm energy-efficient interframe data reuse neural network accelerator for video applications | IEEE Journal of Solid-State Circuits | Yixiong Yang Yongpan Liu Zhe Yuan Wenyu Sun Ruoyang Liu | 2021/12/1 |
Data write control apparatus and method | 2021/2/23 | ||
15.2 A 2.75-to-75.9 TOPS/W computing-in-memory NN processor supporting set-associate block-wise zero skipping and ping-pong CIM with simultaneous computation and weight updating | Jinshan Yue Xiaoyu Feng Yifan He Yuxuan Huang Yipeng Wang | 2021/2/13 | |
PETRI: Reducing bandwidth requirement in smart surveillance by edge-cloud collaborative adaptive frame clustering and pipelined bidirectional tracking | Ruoyang Liu Lu Zhang Jingyu Wang Huazhong Yang Yongpan Liu | 2021/12/5 | |
Nanoscale mapping of humid degradation-induced local mechanical property variation in CH3NH3PbI3 polycrystalline film by scanning probe microscopy | Applied Surface Science | Wan-Ci Liao Bernard Haochih Liu Ching-Chich Leu | 2020/3/30 |
Multi-channel precision-sparsity-adapted inter-frame differential data codec for video neural network processor | Yixiong Yang Zhe Yuan Fang Su Fanyang Cheng Zhuqing Yuan | 2020/8/10 | |
14.2 A 65nm 24.7 µJ/Frame 12.3 mW Activation-Similarity-Aware Convolutional Neural Network Video Processor Using Hybrid Precision, Inter-Frame Data Reuse and Mixed-Bit-Width … | Zhe Yuan Yixiong Yang Jinshan Yue Ruoyang Liu Xiaoyu Feng | 2020/2/16 | |
High pe utilization CNN accelerator with channel fusion supporting pattern-compressed sparse neural networks | Jingyu Wang Songming Yu Jinshan Yue Zhe Yuan Zhuqing Yuan | 2020/7/20 | |
14.3 A 65nm computing-in-memory-based CNN processor with 2.9-to-35.8 TOPS/W system energy efficiency using dynamic-sparsity performance-scaling architecture and energy … | Jinshan Yue Zhe Yuan Xiaoyu Feng Yifan He Zhixiao Zhang | 2020/2/16 | |
Low overhead online data flow tracking for intermittently powered non-volatile FPGAs | ACM Journal on Emerging Technologies in Computing Systems (JETC) | Xinyi Zhang Clay Patterson Yongpan Liu Chengmo Yang Chun Jason Xue | 2020/7/1 |
GAAS: An efficient group associated architecture and scheduler module for sparse CNN accelerators | IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems | Jingyu Wang Zhe Yuan Ruoyang Liu Xiaoyu Feng Li Du | 2020/1/13 |
Intrinsic-to-extrinsic transition in fracture toughness through structural design: A lesson from nature | Extreme Mechanics Letters | Yanjie Jia He-Ling Wang Bin Liu Yonggang Huang Huajian Gao | 2020/4/9 |
STICKER-T: An energy-efficient neural network processor using block-circulant algorithm and unified frequency-domain acceleration | IEEE Journal of Solid-State Circuits | Jinshan Yue Yongpan Liu Ruoyang Liu Wenyu Sun Zhe Yuan | 2020/11/2 |
Co-Authors
