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Viewing Publication 1 - 100 from 485

2023

FAST: A Fully-Concurrent Access SRAM Topology for High Row-Wise Parallelism Applications Based on Dynamic Shift OperationsYiming Chen, Yushen Fu, Mingyen Lee, Sumitha George, Yongpan Liu, Vijaykrishnan Narayanan, Huazhong Yang, Xueqing Li. tcasII, 70(4):1605-1609, April 2023. [doi]

A 16-Bit 4.0-GS/s Calibration-Free 65 nm DAC Achieving >70 dBc SFDR and < -80 dBc IM3 Up to 1 GHz With Enhanced Constant-Switching-Activity Data-Weighted-AveragingYushen Fu, Chengyu Huang, Longqiang Lai, Nan Sun, Xueqing Li, Huazhong Yang. tcasI, 70(5):1856-1867, May 2023. [doi]

A 6.0-GS/s Time-Interleaved DAC Using an Asymmetric Current-Tree Summation Network and Differential Clock Timing CalibrationYushen Fu, Chengyu Huang, Limeng Sun, Weiguang Meng, Xueqing Li, Huazhong Yang. tvlsi, 31(2):199-209, February 2023. [doi]

An RRAM-Based Digital Computing-in-Memory Macro With Dynamic Voltage Sense Amplifier and Sparse-Aware Approximate Adder TreeYifan He, Jinshan Yue, Xiaoyu Feng, Yuxuan Huang, Hongyang Jia, Jingyu Wang, Lu Zhang, Wenyu Sun, Huazhong Yang, Yongpan Liu. tcasII, 70(2):416-420, February 2023. [doi]

A 28nm 38-to-102-TOPS/W 8b Multiply-Less Approximate Digital SRAM Compute-In-Memory Macro for Neural-Network InferenceYifan He, Haikang Diao, Chen Tang, Wenbin Jia, Xiyuan Tang, Yuan Wang, Jinshan Yue, Xueqing Li, Huazhong Yang, Hongyang Jia, Yongpan Liu. isscc 2023: 130-131 [doi]

NTGAT: A Graph Attention Network Accelerator with Runtime Node TailoringWentao Hou, Kai Zhong, Shulin Zeng, Guohao Dai, Huazhong Yang, Yu Wang 0101. aspdac 2023: 645-650 [doi]

Adaptive Multidimensional Parallel Fault Simulation Framework on Heterogeneous SystemJingbo Hu, Guohao Dai, Liuzheng Wang, Liyang Lai, Yu Huang, Huazhong Yang, Yu Wang 0002. tcad, 42(6):1951-1964, June 2023. [doi]

A Weight-Reload-Eliminated Compute-in-Memory Accelerator for 60 fps 4K Super-ResolutionYaolei Li, Jinshan Yue, Jingyu Wang, Chen Tang, Yifan He, Wenbin Jia, Kaiwei Zou, Lu Zhang, Huazhong Yang, Yongpan Liu. tcasII, 70(3):1179-1183, March 2023. [doi]

Block-Wise Dynamic-Precision Neural Network Training Acceleration via Online Quantization Sensitivity AnalyticsRuoyang Liu, Chenhan Wei, Yixiong Yang, Wenxun Wang, Huazhong Yang, Yongpan Liu. aspdac 2023: 372-377 [doi]

A 28nm 2D/3D Unified Sparse Convolution Accelerator with Block-Wise Neighbor Searcher for Large-Scaled Voxel-Based Point Cloud NetworkWenyu Sun, Xiaoyu Feng, Chen Tang, Shupei Fan, Yixiong Yang, Jinshan Yue, Huazhong Yang, Yongpan Liu. isscc 2023: 328-329 [doi]

Reliable and Efficient Parallel Checkpointing Framework for Nonvolatile Processor With Concurrent PeripheralsTongda Wu, Kaisheng Ma, Jingtong Hu, Jason Xue, Jinyang Li 0002, Xin Shi, Huazhong Yang, Yongpan Liu. tcasI, 70(1):228-240, January 2023. [doi]

Modularized Equalization Architecture With Transformer-Based Integrating Voltage Equalizer for the Series-Connected Battery Pack in Electric BicyclesBin Xu, Lizhou Liu, Zhaotian Yan, Zhuqing Yuan, Lu Zhang, Wei Zhou 0024, Ruikun Mai, Zhengyou He, Yongpan Liu, Huazhong Yang. tie, 70(7):6984-6992, July 2023. [doi]

Predicting Coronary Heart Disease Using an Improved LightGBM Model: Performance Analysis and ComparisonHuazhong Yang, Zhongju Chen, Huajian Yang, Maojin Tian. access, 11:23366-23380, 2023. [doi]

2 Dynamic-Precision Training Processor with Online Dynamic Execution and Multi- Level-Aligned Block-FP ProcessingYixiong Yang, Ruoyang Liu, Chenhan Wei, Wenxun Wang, Wenyu Sun, Jinshan Yue, Huazhong Yang, Yongpan Liu. cicc 2023: 1-2 [doi]

Learning Graph-Enhanced Commander-Executor for Multi-Agent NavigationXinyi Yang, Shiyu Huang, Yiwen Sun, Yuxiang Yang, Chao Yu 0005, Wei-Wei Tu, Huazhong Yang, Yu Wang 0002. atal 2023: 1652-1660 [doi]

Asynchronous Multi-Agent Reinforcement Learning for Efficient Real-Time Multi-Robot Cooperative ExplorationChao Yu, Xinyi Yang, Jiaxuan Gao, Jiayu Chen, Yunfei Li, Jijia Liu, Yunfei Xiang, Ruixin Huang, Huazhong Yang, Yi Wu, Yu Wang. atal 2023: 1107-1115 [doi]

A 28nm 16.9-300TOPS/W Computing-in-Memory Processor Supporting Floating-Point NN Inference/Training with Intensive-CIM Sparse-Digital ArchitectureJinshan Yue, Chaojie He, Zi Wang, Zhaori Cong, Yifan He, Mufeng Zhou, Wenyu Sun, Xueqing Li, Chunmeng Dou, Feng Zhang 0014, Huazhong Yang, Yongpan Liu, Ming Liu 0022. isscc 2023: 252-253 [doi]

Serving Multi-DNN Workloads on FPGAs: A Coordinated Architecture, Scheduling, and Mapping PerspectiveShulin Zeng, Guohao Dai, Niansong Zhang, Xinhao Yang, Haoyu Zhang, Zhenhua Zhu, Huazhong Yang, Yu Wang 0002. TC, 72(5):1314-1328, May 2023. [doi]

Pareto Frequency-Aware Power Side-Channel Countermeasure Exploration on CNN Systolic ArrayLu Zhang, Dejun Mu, Yuxuan Huang, Jingyu Wang, Yifan He, Yaolei Li, Lizhou Liu, Kaiwei Zou, Huazhong Yang, Yongpan Liu. tcasII, 70(3):1124-1128, March 2023. [doi]

Realizing Extreme Endurance Through Fault-aware Wear Leveling and Improved ToleranceJiangwei Zhang, Chong Wang, Zhenhua Zhu, Donald Kline, Alex K. Jones, Huazhong Yang, Yu Wang 0002. hpca 2023: 964-976 [doi]

2022

Efficient Autonomous Driving System Design: From Software to HardwareYu Wang 0002, Shulin Zeng, Kaiyuan Guo, Xuefei Ning, Yali Zhao, Zhongyuan Qiu, Changcheng Tang, Shuang Liang, Huazhong Yang. isvlsi 2022: 373-375 [doi]

YOLoC: deploy large-scale neural network by ROM-based computing-in-memory using residual branch on a chipYiming Chen, Guodong Yin, Zhanhong Tan, Mingyen Lee, Zekun Yang, Yongpan Liu, Huazhong Yang, Kaisheng Ma, Xueqing Li. dac 2022: 1093-1098 [doi]

Hidden-ROM: A Compute-in-ROM Architecture to Deploy Large-Scale Neural Networks on Chip with Flexible and Scalable Post-Fabrication Task Transfer CapabilityYiming Chen, Guodong Yin, Mingyen Lee, Wenjun Tang, Zekun Yang, Yongpan Liu, Huazhong Yang, Xueqing Li. iccad 2022: [doi]

DIMMining: pruning-efficient and parallel graph mining on near-memory-computingGuohao Dai, Zhenhua Zhu, Tianyu Fu 0004, Chiyue Wei, Bangyan Wang, Xiangyu Li, Yuan Xie, Huazhong Yang, Yu Wang 0002. isca 2022: 130-145 [doi]

Heuristic adaptability to input dynamics for SpMM on CPUsGuohao Dai, Guyue Huang, Shang Yang, Zhongming Yu, Hengrui Zhang, Yufei Ding, Yuan Xie, Huazhong Yang, Yu Wang 0002. dac 2022: 595-600 [doi]

A Benchmark of Planning-based Exploration Methods in Photo-Realistic 3D SimulatorXuan Du, Xinyi Yang, Chao Yu 0005, Jiaxuan Gao, Huazhong Yang, Yu Wang 0002, Qingmin Liao. robio 2022: 1562-1567 [doi]

Distribution-aware Low-bit Quantization for 3D Point Cloud NetworksDingchang Hu, Siang Chen, Huazhong Yang, Guijin Wang. vcip 2022: 1-5 [doi]

Bit-Aware Fault-Tolerant Hybrid Retraining and Remapping Schemes for RRAM-Based Computing-in-Memory SystemsYuxuan Huang, Yifan He, Jingyu Wang, Jinshan Yue, Lu Zhang, Kaiwei Zou, Huazhong Yang, Yongpan Liu. tcasII, 69(7):3144-3148, 2022. [doi]

Accuracy Optimization With the Framework of Non-Volatile Computing-In-Memory SystemsYuxuan Huang, Yifan He, Jinshan Yue, Huazhong Yang, Yongpan Liu. tcasI, 69(2):518-529, 2022. [doi]

Sparsity-Aware Non-Volatile Computing-In-Memory Macro with Analog Switch Array and Low-Resolution Current-Mode ADCYuxuan Huang, Yifan He, Jinshan Yue, Wenyu Sun, Huazhong Yang, Yongpan Liu. aspdac 2022: 684-689 [doi]

Optimizing Graph-based Approximate Nearest Neighbor Search: Stronger and SmarterJun Liu, Zhenhua Zhu, Jingbo Hu, Hanbo Sun, Li Liu, Lingzhi Liu, Guohao Dai, Huazhong Yang, Yu Wang. MDM 2022: 179-184 [doi]

CapCAM: A Multilevel Capacitive Content Addressable Memory for High-Accuracy and High-Scalability Search and Compute ApplicationsXiaoyang Ma, Hongtao Zhong, Nuo Xiu, Yiming Chen, Guodong Yin, Vijaykrishnan Narayanan, Yongpan Liu, Kai Ni 0004, Huazhong Yang, Xueqing Li. tvlsi, 30(11):1770-1782, 2022. [doi]

TA-GATES: An Encoding Scheme for Neural Network ArchitecturesXuefei Ning, Zixuan Zhou, Junbo Zhao, Tianchen Zhao, Yiping Deng, Changcheng Tang, Shuang Liang, Huazhong Yang, Yu Wang 0002. nips 2022: [doi]

Gibbon: Efficient Co-Exploration of NN Model and Processing-In-Memory ArchitectureHanbo Sun, Chenyu Wang, Zhenhua Zhu, Xuefei Ning, Guohao Dai, Huazhong Yang, Yu Wang 0002. date 2022: 867-872 [doi]

PACA: A Pattern Pruning Algorithm and Channel-Fused High PE Utilization Accelerator for CNNsJingyu Wang, Songming Yu, Zhuqing Yuan, Jinshan Yue, Zhe Yuan, Ruoyang Liu, Yanzhi Wang, Huazhong Yang, Xueqing Li, Yongpan Liu. tcad, 41(11):5043-5056, 2022. [doi]

An 8T/Cell FeFET-Based Nonvolatile SRAM with Improved Density and Sub-fJ Backup and Restore EnergyJianfeng Wang, Nuo Xiu, Juejian Wu, Yiming Chen, Yanan Sun 0003, Huazhong Yang, Vijaykrishnan Narayanan, Sumitha George, Xueqing Li. iscas 2022: 3408-3412 [doi]

A Mobile Robot Experiment System with Lightweight Simulator Generator for Deep Reinforcement Learning AlgorithmYunfei Xiang, Jiantao Qiu, Jincheng Yu, Jiahao Tang, Guangjun Ge, Yu Wang 0002, Huazhong Yang. robio 2022: 1508-1514 [doi]

Senputing: An Ultra-Low-Power Always-On Vision Perception Chip Featuring the Deep Fusion of Sensing and ComputingHan Xu, Ningchao Lin, Li Luo, Qi Wei 0001, Runsheng Wang, Cheng Zhuo, Xunzhao Yin, Fei Qiao, Huazhong Yang. tcasI, 69(1):232-243, 2022. [doi]

Explore-Bench: Data Sets, Metrics and Evaluations for Frontier-based and Deep-reinforcement-learning-based Autonomous ExplorationYuanfan Xu, Jincheng Yu, Jiahao Tang, Jiantao Qiu, Jian Wang, Yuan Shen 0001, Yu Wang 0002, Huazhong Yang. icra 2022: 6225-6231 [doi]

A 65-nm Energy-Efficient Interframe Data Reuse Neural Network Accelerator for Video ApplicationsYixiong Yang, Yongpan Liu, Zhe Yuan, Wenyu Sun, Ruoyang Liu, Jingyu Wang, Jinshan Yue, Xiaoyu Feng, Zhuqing Yuan, Xueqing Li, Huazhong Yang. jssc, 57(8):2574-2585, 2022. [doi]

Toward Low-Bit Neural Network Training Accelerator by Dynamic Group AccumulationYixiong Yang, Ruoyang Liu, Wenyu Sun, Jinshan Yue, Huazhong Yang, Yongpan Liu. aspdac 2022: 442-447 [doi]

SAVE: Spatial-Attention Visual ExplorationXinyi Yang, Chao Yu 0005, Jiaxuan Gao, Yu Wang 0002, Huazhong Yang. icip 2022: 1356-1360 [doi]

INCAME: Interruptible CNN Accelerator for Multirobot ExplorationJincheng Yu, Zhilin Xu, Shulin Zeng, Chao Yu, Jiantao Qiu, Zhaoyang Shen, Yuanfan Xu, Guohao Dai, Yu Wang 0002, Huazhong Yang. tcad, 41(4):964-978, 2022. [doi]

Learning Efficient Multi-agent Cooperative Visual ExplorationChao Yu, Xinyi Yang, Jiaxuan Gao, Huazhong Yang, Yu Wang, Yi Wu. eccv 2022: 497-515 [doi]

STICKER-IM: A 65 nm Computing-in-Memory NN Processor Using Block-Wise Sparsity Optimization and Inter/Intra-Macro Data ReuseJinshan 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 0022, Huazhong Yang. jssc, 57(8):2560-2573, 2022. [doi]

A Unified FPGA Virtualization Framework for General-Purpose Deep Neural Networks in the CloudShulin Zeng, Guohao Dai, Hanbo Sun, Jun Liu, Shiyao Li, Guangjun Ge, Kai Zhong, Kaiyuan Guo, Yu Wang 0002, Huazhong Yang. trets, 15(3), 2022. [doi]

WESCO: Weight-encoded Reliability and Security Co-design for In-memory Computing SystemsJiangwei Zhang, Chong Wang, Yi Cai 0003, Zhenhua Zhu, Donald Kline, Huazhong Yang, Yu Wang. isvlsi 2022: 296-301 [doi]

Exploring the Potential of Low-Bit Training of Convolutional Neural NetworksKai Zhong, Xuefei Ning, Guohao Dai, Zhenhua Zhu, Tianchen Zhao, Shulin Zeng, Yu Wang 0002, Huazhong Yang. tcad, 41(12):5421-5434, 2022. [doi]

CLOSE: Curriculum Learning on the Sharing Extent Towards Better One-Shot NASZixuan Zhou, Xuefei Ning, Yi Cai 0003, Jiashu Han, Yiping Deng, Yuhan Dong, Huazhong Yang, Yu Wang 0002. eccv 2022: 578-594 [doi]

Exploiting Parallelism with Vertex-Clustering in Processing-In-Memory-based GCN AcceleratorsYu Zhu, Zhenhua Zhu, Guohao Dai, Kai Zhong, Huazhong Yang, Yu Wang 0002. date 2022: 652-657 [doi]

2021

Variational Automatic Curriculum Learning for Sparse-Reward Cooperative Multi-Agent ProblemsJiayu Chen 0005, Yuanxin Zhang, Yuanfan Xu, Huimin Ma, Huazhong Yang, Jiaming Song, Yu Wang 0002, Yi Wu. nips 2021: 9681-9693 [doi]

NS-FDN: Near-Sensor Processing Architecture of Feature-Configurable Distributed Network for Beyond-Real-Time Always-on Keyword SpottingQin Li 0016, Changlu Liu, Peiyan Dong, YanMing Zhang, Tong Li, Sheng Lin, Minda Yang, Fei Qiao, Yanzhi Wang, Li Luo, Huazhong Yang. tcasI, 68(5):1892-1905, 2021. [doi]

Puncturing the memory wall: Joint optimization of network compression with approximate memory for ASR applicationQin Li 0016, Peiyan Dong, Zijie Yu, Changlu Liu, Fei Qiao, Yanzhi Wang, Huazhong Yang. aspdac 2021: 505-511 [doi]

CLECG: A Novel Contrastive Learning Framework for Electrocardiogram Arrhythmia ClassificationHui Chen, Guijin Wang, Guodong Zhang 0004, Ping Zhang, Huazhong Yang. spl, 28:1993-1997, 2021. [doi]

Exploiting FeFET Switching Stochasticity for Low-Power Reconfigurable Physical Unclonable FunctionXinrui Guo, Xiaoyang Ma, Franz Müller, Ricardo Olivo, Juejian Wu, Kai Ni 0006, Thomas Kämpfe, Yongpan Liu, Huazhong Yang, Xueqing Li. esscirc 2021: 119-122 [doi]

Exploiting FeFET Switching Stochasticity for Low-Power Reconfigurable Physical Unclonable FunctionXinrui Guo, Xiaoyang Ma, Franz Müller 0001, Ricardo Olivo, Juejian Wu, Kai Ni 0004, Thomas Kämpfe, Yongpan Liu, Huazhong Yang, Xueqing Li. essderc 2021: 119-122 [doi]

Block-Circulant Neural Network Accelerator Featuring Fine-Grained Frequency-Domain Quantization and Reconfigurable FFT ModulesYifan He, Jinshan Yue, Yongpan Liu, Huazhong Yang. aspdac 2021: 813-818 [doi]

Machine Learning for Electronic Design Automation: A SurveyGuyue Huang, Jingbo Hu, Yifan He, Jialong Liu, Mingyuan Ma, Zhaoyang Shen, Juejian Wu, Yuanfan Xu, Hengrui Zhang, Kai Zhong, Xuefei Ning, Yuzhe Ma, Haoyu Yang, Bei Yu 0001, Huazhong Yang, Yu Wang 0002. todaes, 26(5), 2021. [doi]

A 16-Bit 4.0-GS/s Calibration-Free 65nm DAC with >70dBc SFDR and <-80dBc IM3 up to 1GHz Using Constant-Activity Element SwitchingChengyu Huang, Yushen Fu, Zekun Yang, Yang Liu, Nan Sun, Xueqing Li, Huazhong Yang. esscirc 2021: 495-498 [doi]

A Non-Volatile Computing-In-Memory Framework With Margin Enhancement Based CSA and Offset Reduction Based ADCYuxuan Huang, Yifan He, Jinshan Yue, Huazhong Yang, Yongpan Liu. aspdac 2021: 126-131 [doi]

Mixup Asymmetric Tri-Training for Heartbeat Classification Under Domain ShiftJiawei Li, Guijin Wang, Ming Chen, Zijian Ding, Huazhong Yang. spl, 28:718-722, 2021. [doi]

Efficient Computing Platform Design for Autonomous Driving SystemsShuang Liang, Changcheng Tang, Xuefei Ning, Shulin Zeng, Jincheng Yu, Yu Wang 0002, Kaiyuan Guo, Diange Yang, Tianyi Lu, Huazhong Yang. aspdac 2021: 734-741 [doi]

PETRI: Reducing Bandwidth Requirement in Smart Surveillance by Edge-Cloud Collaborative Adaptive Frame Clustering and Pipelined Bidirectional TrackingRuoyang Liu, Lu Zhang, Jingyu Wang, Huazhong Yang, Yongpan Liu. dac 2021: 421-426 [doi]

Almost-Nonvolatile IGZO-TFT-Based Near-Sensor In-Memory ComputingJialong Liu, Wenjun Tang, Yongpan Liu, Huazhong Yang, Xueqing Li. iscas 2021: 1-5 [doi]

Dynamic Switching Sequence to Compensate the Integral Nonlinearity in Current-Steering DACsYang Liu, Yushen Fu, Chengyu Huang, Huazhong Yang, Xueqing Li. iscas 2021: 1-5 [doi]

FTT-NAS: Discovering Fault-tolerant Convolutional Neural ArchitectureXuefei Ning, Guangjun Ge, Wenshuo Li, Zhenhua Zhu, Yin Zheng, Xiaoming Chen 0003, Zhen Gao, Yu Wang 0002, Huazhong Yang. todaes, 26(6), 2021. [doi]

Evaluating Efficient Performance Estimators of Neural ArchitecturesXuefei Ning, Changcheng Tang, Wenshuo Li, Zixuan Zhou, Shuang Liang, Huazhong Yang, Yu Wang 0002. nips 2021: 12265-12277 [doi]

Low-Cost Multi-Agent Navigation via Reinforcement Learning With Multi-Fidelity SimulatorJiantao Qiu, Chao Yu, Weiling Liu, Tianxiang Yang, Jincheng Yu, Yu Wang 0002, Huazhong Yang. access, 9:84773-84782, 2021. [doi]

Reliability-Aware Training and Performance Modeling for Processing-In-Memory SystemsHanbo Sun, Zhenhua Zhu, Yi Cai, Shulin Zeng, Kaizhong Qiu, Yu Wang, Huazhong Yang. aspdac 2021: 847-852 [doi]

Epipolar Geometry Guided Highly Robust Structured Light 3D ImagingGuijin Wang, Chenchen Feng, Xiaowei Hu, Hang Wang, Huazhong Yang. spl, 28:887-891, 2021. [doi]

Inter-patient ECG arrhythmia heartbeat classification based on unsupervised domain adaptationGuijin Wang, Ming Chen, Zijian Ding, Jiawei Li, Huazhong Yang, Ping Zhang. ijon, 454:339-349, 2021. [doi]

Capacitive Content-Addressable Memory: A Highly Reliable and Scalable Approach to Energy-Efficient Parallel Pattern Matching ApplicationsNuo Xiu, Yiming Chen, Guodong Yin, Xiaoyang Ma, Huazhong Yang, Sumitha George, Xueqing Li. glvlsi 2021: 479-484 [doi]

MACSen: A Processing-In-Sensor Architecture Integrating MAC Operations Into Image Sensor for Ultra-Low-Power BNN-Based Intelligent Visual PerceptionHan Xu, Ziru Li, Ningchao Lin, Qi Wei 0001, Fei Qiao, Xunzhao Yin, Huazhong Yang. tcasII, 68(2):627-631, 2021. [doi]

Reducing SRAM Reading Power With Column Data Segment and Weights Correlation Enhancement for CNN ProcessingHan Xu, Ziwei Li, Ziru Li, Deliang Fan, Fei Qiao, Qi Wei 0001, Li Luo, Xinjun Liu, Huazhong Yang. tcad, 40(11):2237-2250, 2021. [doi]

GAME: Gaussian Mixture Model Mapping and Navigation Engine on Embedded FPGAYuanfan Xu, Zhaoliang Zhang, Jincheng Yu, Jianfei Cao, Haolin Dong, Zhengfeng Huang, Yu Wang 0002, Huazhong Yang. fccm 2021: 60-68 [doi]

A 4.57 μW@120fps Vision System of Sensing with Computing for BNN-Based Perception ApplicationsHan Xu, Zheyu Liu, Ziwei Li, Erxiang Ren, Maimaiti Nazhamati, Fei Qiao, Li Luo, Qi Wei, Xinjun Liu, Huazhong Yang. asscc 2021: 1-3 [doi]

rd-Order Inter-Stage Gain Error Calibration for Pipeline ADCsZekun Yang, Pei Yang, Xiumei Yin, Xueqing Li, Huazhong Yang. iscas 2021: 1-5 [doi]

Enabling Lower-Power Charge-Domain Nonvolatile In-Memory Computing With Ferroelectric FETsGuodong Yin, Yi Cai 0003, Juejian Wu, Zhengyang Duan, Zhenhua Zhu, Yongpan Liu, Yu Wang 0002, Huazhong Yang, Xueqing Li. tcasII, 68(7):2262-2266, 2021. [doi]

Exploiting Online Locality and Reduction Parallelism for Sampled Dense Matrix Multiplication on GPUsZhongming Yu, Guohao Dai, Guyue Huang, Yu Wang 0002, Huazhong Yang. iccd 2021: 567-574 [doi]

High Area/Energy Efficiency RRAM CNN Accelerator with Pattern-Pruning-Based Weight Mapping SchemeSongming Yu, Lu Zhang, Jingyu Wang, Jinshan Yue, Zhuqing Yuan, Xueqing Li, Huazhong Yang, Yongpan Liu. nvmsa 2021: 1-6 [doi]

STICKER-T: An Energy-Efficient Neural Network Processor Using Block-Circulant Algorithm and Unified Frequency-Domain AccelerationJinshan 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. jssc, 56(6):1936-1948, 2021. [doi]

Challenges and Opportunities of Energy-Efficient CIM SoC Design for Edge AI DevicesJinshan Yue, Wenyu Sun, Huazhong Yang, Yongpan Liu. isocc 2021: 197-198 [doi]

3M-AI: A Multi-task and Multi-core Virtualization Framework for Multi-FPGA AI Systems in the CloudShulin Zeng, Guohao Dai, Hanbo Sun, Jun Liu, Hongren Zheng, Yusong Wu, Fan Zhang, Xinhao Yang, Yi Cai, Yu Wang, Huazhong Yang. fpga 2021: 228 [doi]

DyTAN: Dynamic Ternary Content Addressable Memory Using Nanoelectromechanical RelaysHongtao Zhong, Shengjie Cao, Li Jiang 0002, Xia An, Vijaykrishnan Narayanan, Yongpan Liu, Huazhong Yang, Xueqing Li. tvlsi, 29(11):1981-1993, 2021. [doi]

Dynamic Ternary Content-Addressable Memory Is Indeed Promising: Design and Benchmarking Using Nanoelectromechanical RelaysHongtao Zhong, Shengjie Cao, Huazhong Yang, Xueqing Li. date 2021: 1100-1103 [doi]

2020

The Role and Challenges of Body Channel Communication in Wearable Flexible ElectronicsBo Zhao 0003, Jingna Mao, Jian Zhao 0004, Huazhong Yang, Yong Lian. tbcas, 14(2):283-296, 2020. [doi]

Enabling Secure NVM-Based in-Memory Neural Network Computing by Sparse Fast Gradient EncryptionYi Cai, Xiaoming Chen 0003, Lu Tian, Yu Wang 0002, Huazhong Yang. TC, 69(11):1596-1610, 2020. [doi]

Low Bit-Width Convolutional Neural Network on RRAMYi Cai, Tianqi Tang, Lixue Xia, Boxun Li, Yu Wang 0002, Huazhong Yang. tcad, 39(7):1414-1427, 2020. [doi]

Long Live TIME: Improving Lifetime and Security for NVM-Based Training-in-Memory SystemsYi Cai, Yujun Lin, Lixue Xia, Xiaoming Chen 0003, Song Han 0003, Yu Wang 0002, Huazhong Yang. tcad, 39(12):4707-4720, 2020. [doi]

Processing Near Sensor Architecture in Mixed-Signal Domain With CMOS Image Sensor of Convolutional-Kernel-Readout MethodZhe Chen, Xinjun Liu, Huazhong Yang, Huifeng Zhu, Erxiang Ren, Zheyu Liu, Kaige Jia, Li Luo, Xuan Zhang 0001, Qi Wei 0001, Fei Qiao. tcas, 67-I(2):389-400, 2020. [doi]

ASP-SIFT: Using Analog Signal Processing Architecture to Accelerate Keypoint Detection of SIFT AlgorithmZichen Fan, Zheyu Liu, Zheng Qu, Fei Qiao, Qi Wei 0001, Xinjun Liu, YiNan Sun, Shuzheng Xu, Huazhong Yang. tvlsi, 28(1):198-211, 2020. [doi]

Investigation and Modeling of Multi-Node Body Channel Wireless Power TransferYuxuan Huang, Jian Zhao 0004, Wenyu Sun, Huazhong Yang, Yongpan Liu. sensors, 20(1):156, 2020. [doi]

MSP-MFCC: Energy-Efficient MFCC Feature Extraction Method With Mixed-Signal Processing Architecture for Wearable Speech Recognition ApplicationsQin Li, Yuze Yang, Tianxiang Lan, Huifeng Zhu, Qi Wei 0001, Fei Qiao, Xinjun Liu, Huazhong Yang. access, 8:48720-48730, 2020. [doi]

NS-CIM: A Current-Mode Computation-in-Memory Architecture Enabling Near-Sensor Processing for Intelligent IoT Vision NodesZheyu Liu, Erxiang Ren, Fei Qiao, Qi Wei 0001, Xinjun Liu, Li Luo, Huichan Zhao, Huazhong Yang. tcas, 67-I(9):2909-2922, 2020. [doi]

Nonparametric Topic Modeling with Neural InferenceXuefei Ning, Yin Zheng, Zhuxi Jiang, Yu Wang 0002, Huazhong Yang, JunZhou Huang, Peilin Zhao. ijon, 399:296-306, 2020. [doi]

GAAS: An Efficient Group Associated Architecture and Scheduler Module for Sparse CNN AcceleratorsJingyu Wang, Zhe Yuan, Ruoyang Liu, Xiaoyu Feng, Li Du, Huazhong Yang, Yongpan Liu. tcad, 39(12):5170-5182, 2020. [doi]

STICKER: An Energy-Efficient Multi-Sparsity Compatible Accelerator for Convolutional Neural Networks in 65-nm CMOSZhe Yuan, Yongpan Liu, Jinshan Yue, Yixiong Yang, Jingyu Wang, Xiaoyu Feng, Jian Zhao 0004, Xueqing Li, Huazhong Yang. jssc, 55(2):465-477, 2020. [doi]

One-Shot Refresh: A Low-Power Low-Congestion Approach for Dynamic MemoriesHongtao Zhong, Mingyang Gu, Yu Wang 0002, Yongpan Liu, Vijaykrishnan Narayanan, Huazhong Yang, Xueqing Li. tcas, 67-II(12):3402-3406, 2020. [doi]

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