Dashan Shang

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 25

Top Topics

Visual Processing

Top Venues

Adv. Intell. Syst.

IEEE Trans. Circuits Syst. II Express Briefs

VLSI Technology and Circuits

Publications

Yifei Yu, Shaocong Wang, Woyu Zhang, Xinyuan Zhang, Xiuzhe Wu, Yangu He, Jichang Yang, Yue Zhang, Ning Lin, Bo Wang, Xi Chen, Songqi Wang, Xumeng Zhang, Xiaojuan Qi, Zhongrui Wang, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu
Efficient and accurate neural field reconstruction using resistive memory. CoRR (2024)
Ning Lin, Shaocong Wang, Yue Zhang, Yangu He, Kwunhang Wong, Arindam Basu, Dashan Shang, Xiaoming Chen, Zhongrui Wang
Older and Wiser: The Marriage of Device Aging and Intellectual Property Protection of Deep Neural Networks. CoRR (2024)
Jichang Yang, Hegan Chen, Jia Chen, Songqi Wang, Shaocong Wang, Yifei Yu, Xi Chen, Bo Wang, Xinyuan Zhang, Binbin Cui, Yi Li, Ning Lin, Meng Xu, Yi Li, Xiaoxin Xu, Xiaojuan Qi, Zhongrui Wang, Xumeng Zhang, Dashan Shang, Han Wang, Qi Liu, Kwang-Ting Cheng, Ming Liu
Resistive Memory-based Neural Differential Equation Solver for Score-based Diffusion Model. CoRR (2024)
Woyu Zhang, Zhi Li, Xinyuan Zhang, Fei Wang, Shaocong Wang, Ning Lin, Yi Li, Jun Wang, Jinshan Yue, Chunmeng Dou, Xiaoxin Xu, Zhongrui Wang, Dashan Shang
Fully Binarized Graph Convolutional Network Accelerator Based on In-Memory Computing with Resistive Random-Access Memory. Adv. Intell. Syst. 6 (7) (2024)
Hegan Chen, Jichang Yang, Jia Chen, Songqi Wang, Shaocong Wang, Dingchen Wang, Xinyu Tian, Yifei Yu, Xi Chen, Yinan Lin, Yangu He, Xiaoshan Wu, Yi Li, Xinyuan Zhang, Ning Lin, Meng Xu, Yi Li, Xumeng Zhang, Zhongrui Wang, Han Wang, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu
Continuous-Time Digital Twin with Analogue Memristive Neural Ordinary Differential Equation Solver. CoRR (2024)
Bo Wang, Shaocong Wang, Ning Lin, Yi Li, Yifei Yu, Yue Zhang, Jichang Yang, Xiaojun Wu, Yangu He, Songqi Wang, Rui Chen, Guoqi Li, Xiaojuan Qi, Zhongrui Wang, Dashan Shang
Topology Optimization of Random Memristors for Input-Aware Dynamic SNN. CoRR (2024)
Zhi Li, Rui Bao, Woyu Zhang, Fei Wang, Jun Wang, Renrui Fang, Haoxiong Ren, Ning Lin, Jinshan Yue, Chunmeng Dou, Zhongrui Wang, Dashan Shang
2T2R RRAM-Based In-Memory Hyperdimensional Computing Encoder for Spatio-Temporal Signal Processing. IEEE Trans. Circuits Syst. II Express Briefs 71 (5) (2024)
Yue Zhang, Woyu Zhang, Shaocong Wang, Ning Lin, Yifei Yu, Yangu He, Bo Wang, Hao Jiang, Peng Lin, Xiaoxin Xu, Xiaojuan Qi, Zhongrui Wang, Xumeng Zhang, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu
Dynamic neural network with memristive CIM and CAM for 2D and 3D vision. CoRR (2024)
Wang Ye, Linfang Wang, Zhidao Zhou, Junjie An, Weizeng Li, Hanghang Gao, Zhi Li, Jinshan Yue, Hongyang Hu, Xiaoxin Xu, Jianguo Yang, Jing Liu, Dashan Shang, Feng Zhang, Jinghui Tian, Chunmeng Dou, Qi Liu, Ming Liu
A 28-nm RRAM Computing-in-Memory Macro Using Weighted Hybrid 2T1R Cell Array and Reference Subtracting Sense Amplifier for AI Edge Inference. IEEE J. Solid State Circuits 58 (10) (2023)
Shaocong Wang, Yi Li, Dingchen Wang, Woyu Zhang, Xi Chen, Danian Dong, Songqi Wang, Xumeng Zhang, Peng Lin, Claudio Gallicchio, Xiaoxin Xu, Qi Liu, Kwang-Ting Cheng, Zhongrui Wang, Dashan Shang, Ming Liu
Echo state graph neural networks with analogue random resistive memory arrays. Nat. Mac. Intell. 5 (2) (2023)
Shaocong Wang, Yizhao Gao, Yi Li, Woyu Zhang, Yifei Yu, Bo Wang, Ning Lin, Hegan Chen, Yue Zhang, Yang Jiang, Dingchen Wang, Jia Chen, Peng Dai, Hao Jiang, Peng Lin, Xumeng Zhang, Xiaojuan Qi, Xiaoxin Xu, Hayden K. H. So, Zhongrui Wang, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu
Random resistive memory-based deep extreme point learning machine for unified visual processing. CoRR (2023)
Yi Li, Jia Chen, Linfang Wang, Woyu Zhang, Zeyu Guo, Jun Wang, Yongkang Han, Zhi Li, Fei Wang, Chunmeng Dou, Xiaoxin Xu, Jianguo Yang, Zhongrui Wang, Dashan Shang
An ADC-Less RRAM-Based Computing-in-Memory Macro With Binary CNN for Efficient Edge AI. IEEE Trans. Circuits Syst. II Express Briefs 70 (6) (2023)
Yi Li, Songqi Wang, Yaping Zhao, Shaocong Wang, Woyu Zhang, Yangu He, Ning Lin, Binbin Cui, Xi Chen, Shiming Zhang, Hao Jiang, Peng Lin, Xumeng Zhang, Xiaojuan Qi, Zhongrui Wang, Xiaoxin Xu, Dashan Shang, Qi Liu, Kwang-Ting Cheng, Ming Liu
Pruning random resistive memory for optimizing analogue AI. CoRR (2023)
Ning Lin, Shaocong Wang, Yi Li, Bo Wang, Shuhui Shi, Yangu He, Woyu Zhang, Yifei Yu, Yue Zhang, Xiaojuan Qi, Xiaoming Chen, Hao Jiang, Xumeng Zhang, Peng Lin, Xiaoxin Xu, Qi Liu, Zhongrui Wang, Dashan Shang, Ming Liu
Resistive memory-based zero-shot liquid state machine for multimodal event data learning. CoRR (2023)
Zhuoyu Dai, Feibin Xiang, Chaojie He, Zi Wang, Woyu Zhang, Yi Li, Jinshan Yue, Dashan Shang
A Scalable Small-Footprint Time-Space-Pipelined Architecture for Reservoir Computing. IEEE Trans. Circuits Syst. II Express Briefs 70 (8) (2023)
Yi Li, Woyu Zhang, Xiaoxin Xu, Yifan He, Danian Dong, Nanjia Jiang, Fei Wang, Zeyu Guo, Shaocong Wang, Chunmeng Dou, Yongpan Liu, Zhongrui Wang, Dashan Shang
Mixed-Precision Continual Learning Based on Computational Resistance Random Access Memory. Adv. Intell. Syst. 4 (8) (2022)
Wenxuan Sun, Woyu Zhang, Jie Yu, Yi Li, Zeyu Guo, Jinru Lai, Danian Dong, Xu Zheng, Fei Wang, Shaoyang Fan, Xiaoxin Xu, Dashan Shang, Ming Liu
) Implemented by 3D Dynamic Memristor Array for Temporal Signal Processing. VLSI Technology and Circuits (2022)
Woyu Zhang, Shaocong Wang, Yi Li, Xiaoxin Xu, Danian Dong, Nanjia Jiang, Fei Wang, Zeyu Guo, Renrui Fang, Chunmeng Dou, Kai Ni, Zhongrui Wang, Dashan Shang, Ming Liu
Few-shot graph learning with robust and energy-efficient memory-augmented graph neural network (MAGNN) based on homogeneous computing-in-memory. VLSI Technology and Circuits (2022)
Shaocong Wang, Hegan Chen, Woyu Zhang, Yi Li, Dingchen Wang, Shuhui Shi, Yaping Zhao, Kam Chi Loong, Xi Chen, Yujiao Dong, Yi Zhang, Yang Jiang, Chaudhry Furqan, Jia Chen, Qing Wang, Xiaoxin Xu, Guangyi Wang, Hongyu Yu, Dashan Shang, Zhongrui Wang
Convolutional Echo-State Network with Random Memristors for Spatiotemporal Signal Classification. Adv. Intell. Syst. 4 (8) (2022)
Yi Li, Woyu Zhang, Xiaoxin Xu, Yifan He, Danian Dong, Nanjia Jiang, Fei Wang, Zeyu Guo, Shaocong Wang, Chunmeng Dou, Yongpan Liu, Zhongrui Wang, Dashan Shang
Mixed-Precision Continual Learning Based on Computational Resistance Random Access Memory. Adv. Intell. Syst. 4 (8) (2022)
Linfang Wang, Wang Ye, Chunmeng Dou, Xin Si, Xiaoxin Xu, Jing Liu, Dashan Shang, Jianfeng Gao, Feng Zhang, Yongpan Liu, Meng-Fan Chang, Qi Liu
Efficient and Robust Nonvolatile Computing-In-Memory Based on Voltage Division in 2T2R RRAM With Input-Dependent Sensing Control. IEEE Trans. Circuits Syst. II Express Briefs 68 (5) (2021)
Haiyan Qiang, Yougang Sun, Jin-chao Lyu, Dashan Shang
Anti-Sway and Positioning Adaptive Control of a Double-Pendulum Effect Crane System With Neural Network Compensation. Frontiers Robotics AI 8 (2021)
Shaocong Wang, Yi Li, Dingchen Wang, Woyu Zhang, Xi Chen, Danian Dong, Songqi Wang, Xumeng Zhang, Peng Lin, Claudio Gallicchio, Xiaoxin Xu, Qi Liu, Kwang-Ting Cheng, Zhongrui Wang, Dashan Shang, Ming Liu
Echo state graph neural networks with analogue random resistor arrays. CoRR (2021)
Xianbao Bu, Han Xu, Dashan Shang, Yue Li, Hangbing Lv, Qi Liu
Ion-Gated Transistor: An Enabler for Sensing and Computing Integration. Adv. Intell. Syst. 2 (12) (2020)
Jianxin Shen, Dashan Shang, Yisheng Chai, Yue Wang, Junzhuang Cong, Shipeng Shen, Liqin Yan, Wenhong Wang, Young Sun
Nonvolatile Multi-level Memory and Boolean Logic Gates Based on a Single Memtranstor. CoRR (2016)