Jinshan Yue

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 60

Top Topics

Energy Efficiency

Reconfigurable Architecture

Pruning Algorithm

Top Venues

IEEE J. Solid State Circuits

IEEE Trans. Circuits Syst. II Express Briefs

Publications

Junjie An, Zhidao Zhou, Linfang Wang, Wang Ye, Weizeng Li, Hanghang Gao, Zhi Li, Jinghui Tian, Yan Wang, Hongyang Hu, Jinshan Yue, Lingyan Fan, Shibing Long, Qi Liu, Chunmeng Dou
Write-Verify-Free MLC RRAM Using Nonbinary Encoding for AI Weight Storage at the Edge. IEEE Trans. Very Large Scale Integr. Syst. 32 (2) (2024)
Linfang Wang, Weizeng Li, Zhidao Zhou, Hanghang Gao, Zhi Li, Wang Ye, Hongyang Hu, Jing Liu, Jinshan Yue, Jianguo Yang, Qing Luo, Chunmeng Dou, Qi Liu, Ming Liu
34.9 A Flash-SRAM-ADC-Fused Plastic Computing-in-Memory Macro for Learning in Neural Networks in a Standard 14nm FinFET Process. ISSCC (2024)
Weizeng Li, Linfang Wang, Zhi Li, Wang Ye, Zhidao Zhou, Haiyang Zhou, Hanghang Gao, Jinshan Yue, Hongyang Hu, Fengman Liu, Qing Luo, Chunmeng Dou
A 2T P-Channel Logic Flash Cell for Reconfigurable Interconnection in Chiplet-Based Computing-In-Memory Accelerators. ISCAS (2024)
Yifan He, Shupei Fan, Xuan Li, Luchang Lei, Wenbin Jia, Chen Tang, Yaolei Li, Zongle Huang, Zhike Du, Jinshan Yue, Xueqing Li, Huazhong Yang, Hongyang Jia, Yongpan Liu
eDRAM-LUT-Based Digital-Computing-in-Memory Macro with In-Memory Encoding and Refreshing. ISSCC (2024)
Jinshan Yue, Yongpan Liu, Xiaoyu Feng, Yifan He, Jingyu Wang, Zhe Yuan, Mingtao Zhan, Jiaxin Liu, Jian-Wei Su, Yen-Lin Chung, Ping-Chun Wu, Li-Yang Hong, Meng-Fan Chang, Nan Sun, Chunmeng Dou, Xueqing Li, Ming Liu, Huazhong Yang
An Energy-Efficient Computing-in-Memory NN Processor With Set-Associate Blockwise Sparsity and Ping-Pong Weight Update. IEEE J. Solid State Circuits 59 (5) (2024)
Chaojie He, Zi Wang, Feibin Xiang, Zhuoyu Dai, Yifan He, Jinshan Yue, Yongpan Liu
LSAC: A Low-Power Adder Tree for Digital Computing-in-Memory by Sparsity and Approximate Circuits Co-Design. IEEE Trans. Circuits Syst. II Express Briefs 71 (2) (2024)
Guodong Yin, Yiming Chen, Mingyen Lee, Xirui Du, Yue Ke, Wenjun Tang, Zhonghao Chen, Mufeng Zhou, Jinshan Yue, Huazhong Yang, Hongyang Jia, Yongpan Liu, Xueqing Li
-Weight-Density Hybrid SRAM/ROM Compute-in-Memory Architecture Reducing >95% Weight Loading from DRAM. CICC (2024)
Hao Wu, Yong Chen, Yiyang Yuan, Jinshan Yue, Xiangqu Fu, Qirui Ren, Qing Luo, Pui-In Mak, Xinghua Wang, Feng Zhang
A 28-nm Computing-in-Memory-Based Super-Resolution Accelerator Incorporating Macro-Level Pipeline and Texture/Algebraic Sparsity. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (2) (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)
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)
Shengzhe Yan, Jinshan Yue, Chaojie He, Zi Wang, Zhaori Cong, Yifan He, Mufeng Zhou, Wenyu Sun, Xueqing Li, Chunmeng Dou, Feng Zhang, Huazhong Yang, Yongpan Liu, Ming Liu
A 28-nm Floating-Point Computing-in-Memory Processor Using Intensive-CIM Sparse-Digital Architecture. IEEE J. Solid State Circuits 59 (8) (2024)
Shengzhe Yan, Zhaori Cong, Nianduan Lu, Jinshan Yue, Qing Luo
Recent progress in InGaZnO FETs for high-density 2T0C DRAM applications. Sci. China Inf. Sci. 66 (10) (2023)
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)
Yixiong Yang, Ruoyang Liu, Chenhan Wei, Wenxun Wang, Wenyu Sun, Jinshan Yue, Huazhong Yang, Yongpan Liu
Dynamic-Precision Training Processor with Online Dynamic Execution and Multi- Level-Aligned Block-FP Processing. CICC (2023)
Xiaoyu Feng, Wenyu Sun, Shupei Fan, Chen Tang, Yixiong Yang, Jinshan Yue, Qingmin Liao, Huazhong Yang, Yongpan Liu
A Demonstration Platform for Large-Scaled Point Cloud Network Based on 28nm 2D/3D Unified Sparse Convolution Accelerator. AICAS (2023)
Yifan He, Jinshan Yue, Xiaoyu Feng, Yuxuan Huang, Hongyang Jia, Jingyu Wang, Lu Zhang, Wenyu Sun, Huazhong Yang, Yongpan Liu
An RRAM-Based Digital Computing-in-Memory Macro With Dynamic Voltage Sense Amplifier and Sparse-Aware Approximate Adder Tree. IEEE Trans. Circuits Syst. II Express Briefs 70 (2) (2023)
Xiangqu Fu, Qirui Ren, Hao Wu, Feibin Xiang, Qing Luo, Jinshan Yue, Yong Chen, Feng Zhang
ViT: A CIM-Based High-Utilization Architecture With Dynamic Pruning and Two-Way Ping-Pong Macro for Vision Transformer. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (12) (2023)
Wenyu Sun, Xiaoyu Feng, Chen Tang, Shupei Fan, Yixiong Yang, Jinshan Yue, Huazhong Yang, Yongpan Liu
A 28nm 2D/3D Unified Sparse Convolution Accelerator with Block-Wise Neighbor Searcher for Large-Scaled Voxel-Based Point Cloud Network. ISSCC (2023)
Yaolei Li, Jinshan Yue, Jingyu Wang, Chen Tang, Yifan He, Wenbin Jia, Kaiwei Zou, Lu Zhang, Huazhong Yang, Yongpan Liu
A Weight-Reload-Eliminated Compute-in-Memory Accelerator for 60 fps 4K Super-Resolution. IEEE Trans. Circuits Syst. II Express Briefs 70 (3) (2023)
Yifan He, Haikang Diao, Chen Tang, Wenbin Jia, Xiyuan Tang, Yuan Wang, Jinshan Yue, Xueqing Li, Huazhong Yang, Hongyang Jia, Yongpan Liu
A 28nm 38-to-102-TOPS/W 8b Multiply-Less Approximate Digital SRAM Compute-In-Memory Macro for Neural-Network Inference. ISSCC (2023)
Yiming Chen, Guodong Yin, Mufeng Zhou, Wenjun Tang, Zekun Yang, Mingyen Lee, Xirui Du, Jinshan Yue, Jiaxin Liu, Huazhong Yang, Yongpan Liu, Xueqing Li
SAMBA: Single-ADC Multi-Bit Accumulation Compute-in-Memory Using Nonlinearity- Compensated Fully Parallel Analog Adder Tree. IEEE Trans. Circuits Syst. I Regul. Pap. 70 (7) (2023)
Hongyang Hu, Xiwei Wang, Zi Wang, Haiyang Zhou, Danian Dong, Jinshan Yue, Wan Pang, Xiaoxin Xu, Chunmeng Dou
A 40-nm SONOS Digital CIM Using Simplified LUT Multiplier and Continuous Sample-Hold Sense Amplifier for AI Edge Inference. IEEE Trans. Very Large Scale Integr. Syst. 31 (12) (2023)
Jinshan Yue, Mingtao Zhan, Zi Wang, Yifan He, Yaolei Li, Songming Yu, Wenyu Sun, Lu Jie, Chunmeng Dou, Xueqing Li, Nan Sun, Huazhong Yang, Ming Liu, Yongpan Liu
A 5.6-89.9TOPS/W Heterogeneous Computing-in-Memory SoC with High-Utilization Producer-Consumer Architecture and High-Frequency Read-Free CIM Macro. VLSI Technology and Circuits (2023)
Zi Wang, Jinshan Yue, Chaojie He, Zhuoyu Dai, Feibin Xiang, Zhaori Cong, Yifan He, Xiaoyu Feng, Yongpan Liu
A User-Friendly Fast and Accurate Simulation Framework for Non-Ideal Factors in Computing-in-Memory Architecture. ISCAS (2023)
Jinshan Yue, Chaojie He, Zi Wang, Zhaori Cong, Yifan He, Mufeng Zhou, Wenyu Sun, Xueqing Li, Chunmeng Dou, Feng Zhang, Huazhong Yang, Yongpan Liu, Ming Liu
A 28nm 16.9-300TOPS/W Computing-in-Memory Processor Supporting Floating-Point NN Inference/Training with Intensive-CIM Sparse-Digital Architecture. ISSCC (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)
Jingyu Wang, Songming Yu, Zhuqing Yuan, Jinshan Yue, Zhe Yuan, Ruoyang Liu, Yanzhi Wang, Huazhong Yang, Xueqing Li, Yongpan Liu
PACA: A Pattern Pruning Algorithm and Channel-Fused High PE Utilization Accelerator for CNNs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (11) (2022)
Yuxuan Huang, Yifan He, Jinshan Yue, Wenyu Sun, Huazhong Yang, Yongpan Liu
Sparsity-Aware Non-Volatile Computing-In-Memory Macro with Analog Switch Array and Low-Resolution Current-Mode ADC. ASP-DAC (2022)
Yifan He, Yuxuan Huang, Jinshan Yue, Wenyu Sun, Lu Zhang, Yongpan Liu
C-RRAM: A Fully Input Parallel Charge-Domain RRAM-based Computing-in-Memory Design with High Tolerance for RRAM Variations. ISCAS (2022)
Guodong Yin, Mufeng Zhou, Yiming Chen, Wenjun Tang, Zekun Yang, Mingyen Lee, Xirui Du, Jinshan Yue, Jiaxin Liu, Huazhong Yang, Yongpan Liu, Xueqing Li
A 65nm 8b-Activation 8b-Weight SRAM-Based Charge-Domain Computing-in-Memory Macro Using A Fully-Parallel Analog Adder Network and A Single-ADC Interface. CoRR (2022)
Linfang Wang, Junjie An, Wang Ye, Weizeng Li, Hanghang Gao, Yangu He, Jianfeng Gao, Jinshan Yue, Lingyan Fan, Chunmeng Dou
RRAM Computing-in-Memory Using Transient Charge Transferring for Low-Power and Small-Latency AI Edge Inference. APCCAS (2022)
Yixiong Yang, Yongpan Liu, Zhe Yuan, Wenyu Sun, Ruoyang Liu, Jingyu Wang, Jinshan Yue, Xiaoyu Feng, Zhuqing Yuan, Xueqing Li, Huazhong Yang
A 65-nm Energy-Efficient Interframe Data Reuse Neural Network Accelerator for Video Applications. IEEE J. Solid State Circuits 57 (8) (2022)
Jinshan Yue, Yongpan Liu, Zhe Yuan, Xiaoyu Feng, Yifan He, Wenyu Sun, Zhixiao Zhang, Xin Si, Ruhui Liu, Zi Wang, Meng-Fan Chang, Chunmeng Dou, Xueqing Li, Ming Liu, Huazhong Yang
STICKER-IM: A 65 nm Computing-in-Memory NN Processor Using Block-Wise Sparsity Optimization and Inter/Intra-Macro Data Reuse. IEEE J. Solid State Circuits 57 (8) (2022)
Yixiong Yang, Ruoyang Liu, Wenyu Sun, Jinshan Yue, Huazhong Yang, Yongpan Liu
Toward Low-Bit Neural Network Training Accelerator by Dynamic Group Accumulation. ASP-DAC (2022)
Yuxuan Huang, Yifan He, Jingyu Wang, Jinshan Yue, Lu Zhang, Kaiwei Zou, Huazhong Yang, Yongpan Liu
Bit-Aware Fault-Tolerant Hybrid Retraining and Remapping Schemes for RRAM-Based Computing-in-Memory Systems. IEEE Trans. Circuits Syst. II Express Briefs 69 (7) (2022)
Yuxuan Huang, Yifan He, Jinshan Yue, Huazhong Yang, Yongpan Liu
Accuracy Optimization With the Framework of Non-Volatile Computing-In-Memory Systems. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (2) (2022)
Yuxuan Huang, Yifan He, Jinshan Yue, Huazhong Yang, Yongpan Liu
A Non-Volatile Computing-In-Memory Framework With Margin Enhancement Based CSA and Offset Reduction Based ADC. ASP-DAC (2021)
Jinshan Yue, Yongpan Liu, Ruoyang Liu, Wenyu Sun, Zhe Yuan, Yung-Ning Tu, Yi-Ju Chen, Ao Ren, Yanzhi Wang, Meng-Fan Chang, Xueqing Li, Huazhong Yang
STICKER-T: An Energy-Efficient Neural Network Processor Using Block-Circulant Algorithm and Unified Frequency-Domain Acceleration. IEEE J. Solid State Circuits 56 (6) (2021)
Yifan He, Jinshan Yue, Yongpan Liu, Huazhong Yang
Block-Circulant Neural Network Accelerator Featuring Fine-Grained Frequency-Domain Quantization and Reconfigurable FFT Modules. ASP-DAC (2021)
Chaoming Fang, Habib Derbyshire, Wenyu Sun, Jinshan Yue, Haobing Shi, Yongpan Liu
A Sort-Less FPGA-Based Non-Maximum Suppression Accelerator using Multi-Thread Computing and Binary Max Engine for Object Detection. A-SSCC (2021)
Jinshan Yue, Wenyu Sun, Huazhong Yang, Yongpan Liu
Challenges and Opportunities of Energy-Efficient CIM SoC Design for Edge AI Devices. ISOCC (2021)
Jinshan Yue, Xiaoyu Feng, Yifan He, Yuxuan Huang, Yipeng Wang, Zhe Yuan, Mingtao Zhan, Jiaxin Liu, Jian-Wei Su, Yen-Lin Chung, Ping-Chun Wu, Li-Yang Hung, Meng-Fan Chang, Nan Sun, Xueqing Li, Huazhong Yang, Yongpan Liu
A 2.75-to-75.9TOPS/W Computing-in-Memory NN Processor Supporting Set-Associate Block-Wise Zero Skipping and Ping-Pong CIM with Simultaneous Computation and Weight Updating. ISSCC (2021)
Songming Yu, Lu Zhang, Jingyu Wang, Jinshan Yue, Zhuqing Yuan, Xueqing Li, Huazhong Yang, Yongpan Liu
High Area/Energy Efficiency RRAM CNN Accelerator with Pattern-Pruning-Based Weight Mapping Scheme. NVMSA (2021)
Xiaoyu Feng, Jinshan Yue, Zhe Yuan, Huazhong Yang, Yongpan Liu
RL Based Network Accelerator Compiler for Joint Compression Hyper-Parameter Search. ISCAS (2020)
Jingyu Wang, Songming Yu, Jinshan Yue, Zhe Yuan, Zhuqing Yuan, Huazhong Yang, Xueqing Li, Yongpan Liu
High PE Utilization CNN Accelerator with Channel Fusion Supporting Pattern-Compressed Sparse Neural Networks. DAC (2020)
Songming Yu, Yongpan Liu, Lu Zhang, Jingyu Wang, Jinshan Yue, Zhuqing Yuan, Xueqing Li, Huazhong Yang
High Area/Energy Efficiency RRAM CNN Accelerator with Kernel-Reordering Weight Mapping Scheme Based on Pattern Pruning. CoRR (2020)
Zhe Yuan, Yixiong Yang, Jinshan Yue, Ruoyang Liu, Xiaoyu Feng, Zhiting Lin, Xiulong Wu, Xueqing Li, Huazhong Yang, Yongpan Liu
14.2 A 65nm 24.7µJ/Frame 12.3mW Activation-Similarity-Aware Convolutional Neural Network Video Processor Using Hybrid Precision, Inter-Frame Data Reuse and Mixed-Bit-Width Difference-Frame Data Codec. ISSCC (2020)
Jinshan Yue, Zhe Yuan, Xiaoyu Feng, Yifan He, Zhixiao Zhang, Xin Si, Ruhui Liu, Meng-Fan Chang, Xueqing Li, Huazhong Yang, Yongpan Liu
14.3 A 65nm Computing-in-Memory-Based CNN Processor with 2.9-to-35.8TOPS/W System Energy Efficiency Using Dynamic-Sparsity Performance-Scaling Architecture and Energy-Efficient Inter/Intra-Macro Data Reuse. ISSCC (2020)
Zhe Yuan, Yongpan Liu, Jinshan Yue, Yixiong Yang, Jingyu Wang, Xiaoyu Feng, Jian Zhao, Xueqing Li, Huazhong Yang
STICKER: An Energy-Efficient Multi-Sparsity Compatible Accelerator for Convolutional Neural Networks in 65-nm CMOS. IEEE J. Solid State Circuits 55 (2) (2020)
Jinshan Yue, Yongpan Liu, Fang Su, Shuangchen Li, Zhe Yuan, Zhibo Wang, Wenyu Sun, Xueqing Li, Huazhong Yang
AERIS: area/energy-efficient 1T2R ReRAM based processing-in-memory neural network system-on-a-chip. ASP-DAC (2019)
Zhe Yuan, Jingyu Wang, Yixiong Yang, Jinshan Yue, Zhibo Wang, Xiaoyu Feng, Yanzhi Wang, Xueqing Li, Huazhong Yang, Yongpan Liu
A Sparse-Adaptive CNN Processor with Area/Performance balanced N-Way Set-Associate PE Arrays Assisted by a Collision-Aware Scheduler. A-SSCC (2019)
Jinshan Yue, Ruoyang Liu, Wenyu Sun, Zhe Yuan, Zhibo Wang, Yung-Ning Tu, Yi-Ju Chen, Ao Ren, Yanzhi Wang, Meng-Fan Chang, Xueqing Li, Huazhong Yang, Yongpan Liu
and 6T HBST-TRAM-Based 2D Data-Reuse Architecture. ISSCC (2019)
Xiaoyu Feng, Jinshan Yue, Qingwei Guo, Huazhong Yang, Yongpan Liu
Accelerating CNN-RNN Based Machine Health Monitoring on FPGA. AICAS (2019)
Jinshan Yue, Yongpan Liu, Zhe Yuan, Zhibo Wang, Qingwei Guo, Jinyang Li, Chengmo Yang, Huazhong Yang
A 3.77TOPS/W Convolutional Neural Network Processor With Priority-Driven Kernel Optimization. IEEE Trans. Circuits Syst. II Express Briefs (2) (2019)
Zhe Yuan, Jinshan Yue, Huanrui Yang, Zhibo Wang, Jinyang Li, Yixiong Yang, Qingwei Guo, Xueqing Li, Meng-Fan Chang, Huazhong Yang, Yongpan Liu
Sticker: A 0.41-62.1 TOPS/W 8Bit Neural Network Processor with Multi-Sparsity Compatible Convolution Arrays and Online Tuning Acceleration for Fully Connected Layers. VLSI Circuits (2018)
Jinyang Li, Yongpan Liu, Hehe Li, Zhe Yuan, Chenchen Fu, Jinshan Yue, Xiaoyu Feng, Chun Jason Xue, Jingtong Hu, Huazhong Yang
PATH: Performance-Aware Task Scheduling for Energy-Harvesting Nonvolatile Processors. IEEE Trans. Very Large Scale Integr. Syst. 26 (9) (2018)
Yongpan Liu, Jinshan Yue, Hehe Li, Qinghang Zhao, Mengying Zhao, Chun Jason Xue, Guangyu Sun, Meng-Fan Chang, Huazhong Yang
Data Backup Optimization for Nonvolatile SRAM in Energy Harvesting Sensor Nodes. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36 (10) (2017)
Jinyang Li, Qingwei Guo, Fang Su, Zhe Yuan, Jinshan Yue, Jingtong Hu, Huazhong Yang, Yongpan Liu
CNN-based pattern recognition on nonvolatile IoT platform for smart ultraviolet monitoring: (Invited paper). ICCAD (2017)
Zhe Yuan, Yongpan Liu, Jinshan Yue, Jinyang Li, Huazhong Yang
CORAL: Coarse-grained reconfigurable architecture for Convolutional Neural Networks. ISLPED (2017)
Hehe Li, Yongpan Liu, Chenchen Fu, Chun Jason Xue, Donglai Xiang, Jinshan Yue, Jinyang Li, Daming Zhang, Jingtong Hu, Huazhong Yang
Performance-aware task scheduling for energy harvesting nonvolatile processors considering power switching overhead. DAC (2016)