Lei Wang

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 59

Top Topics

Liquid State Machine

Top Venues

ACM J. Emerg. Technol. Comput. Syst.

Publications

Ziyang Kang, Jingwei Zhu, Xun Xiao, Shiming Li, Lei Wang, De Ma, Gang Pan
LSM-Based Hotspot Prediction and Hotspot-Aware Routing in NoC-Based Neuromorphic Processor. IEEE Trans. Very Large Scale Integr. Syst. 32 (7) (2024)
Chao Xiao, Xu He, Zhijie Yang, Xun Xiao, Yao Wang, Rui Gong, Junbo Tie, Lei Wang, Weixia Xu
Hierarchical Mapping of Large-Scale Spiking Convolutional Neural Networks Onto Resource-Constrained Neuromorphic Processor. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (5) (2024)
Zhijie Yang, Lei Wang, Wei Shi, Yao Wang, Junbo Tie, Feng Wang, Xiang Yu, Linghui Peng, Chao Xiao, Xun Xiao, Yao Yao, Gan Zhou, Xuhu Yu, Rui Gong, Xia Zhao, Yuhua Tang, Weixia Xu
Back to Homogeneous Computing: A Tightly-Coupled Neuromorphic Processor With Neuromorphic ISA. IEEE Trans. Parallel Distributed Syst. 34 (11) (2023)
Lei Wang, Shasha Guo, Lianhua Qu, Shuo Tian, Weixia Xu
M-LSM: An Improved Multi-Liquid State Machine for Event-Based Vision Recognition. J. Comput. Sci. Technol. 38 (6) (2023)
Xun Xiao, Lei Wang, Xiaofan Chen, Lianhua Qu, Shasha Guo, Yao Wang, Ziyang Kang
Dynamic Vision Sensor Based Gesture Recognition Using Liquid State Machine. ICANN (3) (2022)
Rui Gong, Lei Wang, Wei Shi, Wei Liu, Jianfeng Zhang
A Hardware Security Isolation Architecture for Intelligent Accelerator. TrustCom (2022)
Chao Xiao, Jihua Chen, Lei Wang
NeuProMa: A Toolchain for Mapping Large-Scale Spiking Convolutional Neural Networks onto Neuromorphic Processor. NPC (2022)
Chao Xiao, Jihua Chen, Lei Wang
Optimal Mapping of Spiking Neural Network to Neuromorphic Hardware for Edge-AI. Sensors 22 (19) (2022)
Xun Xiao, Xiaofan Chen, Ziyang Kang, Shasha Guo, Lei Wang
A Spatio-Temporal Event Data Augmentation Method for Dynamic Vision Sensor. ICONIP (6) (2022)
Ziyang Kang, Shiying Wang, Lei Wang, Shiming Li, Lianhua Qu, Weixia Xu
Hardware-aware liquid state machine generation for 2D/3D Network-on-Chip platforms. J. Syst. Archit. 124 (2022)
Lei Wang, Zhijie Yang, Shasha Guo, Lianhua Qu, Xiangyu Zhang, Ziyang Kang, Weixia Xu
Single-Core Digital Neuromorphic Processor for Liquid State Machine. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (5) (2022)
Limeng Zhang, Hongguang Zhang, Chenyang Zhu, Shasha Guo, Jihua Chen, Lei Wang
Fine-Grained Video Deblurring with Event Camera. MMM (1) (2021)
Ying Zhang, Li Luo, Jian Zhang, Quanyou Feng, Lei Wang
Efficient Memory Access-Aware BWA-SMEM Seeding Accelerator for Genome Sequencing. HPCC/DSS/SmartCity/DependSys (2021)
Shasha Guo, Ziyang Kang, Lei Wang, Limeng Zhang, Xiaofan Chen, Shiming Li, Weixia Xu
HashHeat: A hashing-based spatiotemporal filter for dynamic vision sensor. Integr. 81 (2021)
Shuo Tian, Lianhua Qu, Lei Wang, Kai Hu, Nan Li, Weixia Xu
A neural architecture search based framework for liquid state machine design. Neurocomputing 443 (2021)
Shuo Tian, Kai Hu, Shasha Guo, Shiming Li, Lei Wang, Weixia Xu
Evolutionary Recurrent Neural Architecture Search. IEEE Embed. Syst. Lett. 13 (3) (2021)
Yuchen Qiu, Chao Xiao, LingHui Peng, Junhui Wang, Ziyang Kang, Shiming Li, Lei Wang
A Novel Ring-based Small-World NoC for Neuromorphic Processor. ASAP (2021)
Shiming Li, Shuo Tian, Ziyang Kang, Lianhua Qu, Shiying Wang, Lei Wang, Weixia Xu
A multi-objective LSM/NoC architecture co-design framework. J. Syst. Archit. 116 (2021)
Zhijie Yang, Lei Wang, Li Luo, Shiming Li, Shasha Guo, Shuquan Wang
Bactran: A Hardware Batch Normalization Implementation for CNN Training Engine. IEEE Embed. Syst. Lett. 13 (1) (2021)
Shiying Wang, Ziyang Kang, Lei Wang, Shiming Li, Lianhua Qu
A Hardware Aware Liquid State Machine Generation Framework. ISCAS (2021)
Yuchen Qiu, Lei Wang, Xiaofan Chen, Lianhua Qu
Enhancing the Performance of Liquid State Machine with Time-Division Sampling and Reservoir Reconstructing. HPCC/DSS/SmartCity/DependSys (2021)
Shasha Guo, Lei Wang, Xiaofan Chen, Limeng Zhang, Ziyang Kang, Weixia Xu
SeqXFilter: A Memory-efficient Denoising Filter for Dynamic Vision Sensors. CoRR (2020)
Shasha Guo, Lei Wang, Baozi Chen, Qiang Dou
An Overhead-Free Max-Pooling Method for SNN. IEEE Embed. Syst. Lett. 12 (1) (2020)
Shuquan Wang, Lei Wang, Yu Deng, Zhi-Jie Yang, Shasha Guo, Ziyang Kang, Yu-Feng Guo, Weixia Xu
SIES: A Novel Implementation of Spiking Convolutional Neural Network Inference Engine on Field-Programmable Gate Array. J. Comput. Sci. Technol. 35 (2) (2020)
Kai Hu, Tian Shuo, Shasha Guo, Nan Li, Li Luo, Lei Wang
Recurrent Neural Architecture Search based on Randomness-Enhanced Tabu Algorithm. IJCNN (2020)
Zhijie Yang, Lei Wang, Xiangyu Zhang, Dong Ding, Chuan Xie, Li Luo
PRBN: A Pipelined Implementation of RBN for CNN Training. ACA (2020)
Shiying Wang, Lei Wang, Ziyang Kang, Lianhua Qu, Shiming Li, Jinshu Su
A Software-Hardware Co-exploration Framework for Optimizing Communication in Neuromorphic Processor. ACA (2020)
Limeng Zhang, Shiming Li, Lianhua Qu, Ziyang Kang, Shiying Wang, Jihua Chen, Lei Wang
MAMAP: Congestion Relieved Memetic Algorithm based Mapping Method for Mapping Large-Scale SNNs onto NoC-based Neuromorphic Hardware. HPCC/DSS/SmartCity (2020)
Zikai Nie, Zhisheng Li, Lei Wang, Shasha Guo, Yu Deng, Rangyu Deng, Qiang Dou
Laius: an energy-efficient FPGA CNN accelerator with the support of a fixed-point training framework. Int. J. Comput. Sci. Eng. 21 (3) (2020)
Ziyang Kang, Shiying Wang, Lei Wang, Shiming Li, Lianhua Qu, Wei Shi, Rui Gong, Weixia Xu
Application-specific network-on-chip design space exploration framework for neuromorphic processor. CF (2020)
Shiming Li, Shasha Guo, Limeng Zhang, Ziyang Kang, Shiying Wang, Wei Shi, Lei Wang, Weixia Xu
SNEAP: A Fast and Efficient Toolchain for Mapping Large-Scale Spiking Neural Network onto NoC-based Neuromorphic Platform. ACM Great Lakes Symposium on VLSI (2020)
Shasha Guo, Lianhua Qu, Lei Wang, Xulong Tang, Tian Shuo, Shiming Li, Weixia Xu
Exploration of Input Patterns for Enhancing the Performance of Liquid State Machines. CoRR (2020)
Zhijie Yang, Rui Gong, Lianhua Qu, Ziyang Kang, Li Luo, Lei Wang, Weixia Xu
CompressedCache: Enabling Storage Compression on Neuromorphic Processor for Liquid State Machine. NPC (2020)
Shiming Li, Lei Wang, Shiying Wang, Weixia Xu
Liquid State Machine Applications Mapping for NoC-Based Neuromorphic Platforms. ACA (2020)
Shiming Li, Shasha Guo, Limeng Zhang, Ziyang Kang, Shiying Wang, Wei Shi, Lei Wang, Weixia Xu
SNEAP: A Fast and Efficient Toolchain for Mapping Large-Scale Spiking Neural Network onto NoC-based Neuromorphic Platform. CoRR (2020)
Shasha Guo, Ziyang Kang, Lei Wang, Shiming Li, Weixia Xu
HashHeat: An O(C) Complexity Hashing-based Filter for Dynamic Vision Sensor. ASP-DAC (2020)
Kai Hu, Dong Ding, Shuo Tian, Rui Gong, Li Luo, Lei Wang
FTR-NAS: Fault-Tolerant Recurrent Neural Architecture Search. ICONIP (5) (2020)
Shasha Guo, Ziyang Kang, Lei Wang, Limeng Zhang, Xiaofan Chen, Shiming Li, Weixia Xu
A Noise Filter for Dynamic Vision Sensors based on Global Space and Time Information. CoRR (2020)
Ziyang Kang, Lei Wang, Shasha Guo, Rui Gong, Shiming Li, Yu Deng, Weixia Xu
ASIE: An Asynchronous SNN Inference Engine for AER Events Processing. ACM J. Emerg. Technol. Comput. Syst. 16 (4) (2020)
Limeng Zhang, Hongguang Zhang, Jihua Chen, Lei Wang
Hybrid Deblur Net: Deep Non-Uniform Deblurring With Event Camera. IEEE Access 8 (2020)
Shuzheng Zhang, Zhen-Yu Zhao, Chaochao Feng, Lei Wang
A Machine Learning Framework with Feature Selection for Floorplan Acceleration in IC Physical Design. J. Comput. Sci. Technol. 35 (2) (2020)
Xiaofan Chen, Jian Wang, Limeng Zhang, Shasha Guo, Lianhua Qu, Lei Wang
Real-Time Gesture Classification System Based on Dynamic Vision Sensor. ICONIP (1) (2020)
Zhenyu Zhao, Lianhua Qu, Lei Wang, Quan Deng, Nan Li, Ziyang Kang, Shasha Guo, Weixia Xu
A Memristor-Based Spiking Neural Network With High Scalability and Learning Efficiency. IEEE Trans. Circuits Syst. II Express Briefs (5) (2020)
Lei Wang, Yu Deng, Rui Gong, Wei Shi, Li Luo, Yongwen Wang
CSMO-DSE: Fast and Precise Application-driven DSE Guided by Criticality and Sensitivity Analysis. ACM J. Emerg. Technol. Comput. Syst. 16 (2) (2020)
Shasha Guo, Lei Wang, Shuquan Wang, Yu Deng, Zhijie Yang, Shiming Li, Zhige Xie, Qiang Dou
A Systolic SNN Inference Accelerator and its Co-optimized Software Framework. ACM Great Lakes Symposium on VLSI (2019)
Jianfeng Zhang, Wei Shi, Li Zhou, Rui Gong, Lei Wang, Hongwei Zhou
A Low-Power and High-PSNR Unified DCT/IDCT Architecture Based on EARC and Enhanced Scale Factor Approximation. IEEE Access 7 (2019)
Ziyang Kang, Lei Wang, Shasha Guo, Rui Gong, Yu Deng, Qiang Dou
ASIE: An Asynchronous SNN Inference Engine for AER Events Processing. ASYNC (2019)
Shuquan Wang, Lei Wang, Shiming Li, Tian Shuo, Shasha Guo, Ziyang Kang, Shuzheng Zhang, Weixia Xu
PRTSM: Hardware Data Arrangement Mechanisms for Convolutional Layer Computation on the Systolic Array. NPC (2019)
Jian Zhang, Shuming Chen, Zhi Wang, Lei Wang, Linghui Lv, Yaohua Wang
Live Demonstration: Image Segmentation on the FPGA-based Pre-calculating Ising Memory. ISCAS (2018)
Zikai Nie, Zhisheng Li, Lei Wang, Shasha Guo, Qiang Dou
Memory Bandwidth and Energy Efficiency Optimization of Deep Convolutional Neural Network Accelerators. ACA (2018)
Lei Wang, Yu Deng, Rui Gong, Wei Shi, Zhenyu Zhao, Qiang Dou
A Parallel Algorithm for Instruction Dependence Graph Analysis Based on Multithreading. ISPA/IUCC/BDCloud/SocialCom/SustainCom (2018)
Jian Zhang, Shuming Chen, Zhi Wang, Lei Wang, Linghui Lv, Yaohua Wang
Pre-Calculating Ising Memory: Low Cost Method to Enhance Traditional Memory with Ising Ability. ISCAS (2018)
Zhijie Yang, Lei Wang, Dong Ding, Xiangyu Zhang, Yu Deng, Shiming Li, Qiang Dou
Systolic Array Based Accelerator and Algorithm Mapping for Deep Learning Algorithms. NPC (2018)
Zhisheng Li, Lei Wang, Qiang Dou, Yuxing Tang, Shasha Guo, Haifang Zhou, Wenyuan Lu
ACCDSE: A Design Space Exploration Framework for Convolutional Neural Network Accelerator. NCCET (2017)
Shasha Guo, Lei Wang, Baozi Chen, Qiang Dou, Yuxing Tang, Zhisheng Li
FixCaffe: Training CNN with Low Precision Arithmetic Operations by Fixed Point Caffe. APPT (2017)
Zhisheng Li, Lei Wang, Shasha Guo, Yu Deng, Qiang Dou, Haifang Zhou, Wenyuan Lu
Laius: An 8-Bit Fixed-Point CNN Hardware Inference Engine. ISPA/IUCC (2017)
Litiao Qiu, Lei Wang, Hongguang Zhang, Zhenyu Zhao, Qiang Dou
Coarse Granularity Data Migration Based Power Management Mechanism for 3D DRAM Cache. ACA (2016)
Hang Zhang, Xuhao Chen, Nong Xiao, Lei Wang, Fang Liu, Wei Chen, Zhiguang Chen
Shielding STT-RAM Based Register Files on GPUs against Read Disturbance. ACM J. Emerg. Technol. Comput. Syst. 13 (2) (2016)
Yuxing Tang, Lei Wang, Yu Deng, Xiaoqiang Ni, Qiang Dou
The Macro-DSE for HPC Processing Unit: The Physical Constraints Perspective. GPC (2016)
Litiao Qiu, Lei Wang, Qiang Dou, Zhenyu Zhao
Modeling and Analyzing of 3D DRAM as L3 Cache Based on DRAMSim2. NCCET (2015)
Lei Wang, Yuxing Tang, Yu Deng, Fangyan Qin, Qiang Dou, Guangda Zhang, Feipeng Zhang
A Scalable and Fast Microprocessor Design Space Exploration Methodology. MCSoC (2015)
Bo Su, Li Shen, Lei Wang, Zhiying Wang, Yourui Wang, Libo Huang, Wei Shi
DCP: Improving the Throughput of Asynchronous Pipeline by Dual Control Path. HPCC/EUC (2013)
Gang Jin, Lei Wang, Zhiying Wang
The Design of Asynchronous Microprocessor Based on Optimized NCL_X Design-Flow. NAS (2009)
Gang Jin, Lei Wang, Zhiying Wang
A New Description Language for Data-Driven Asynchronous Circuits and its Design Flow. PACCS (2009)
Lei Wang, Zhiying Wang, Kui Dai
Performance Bound Analysis and Retiming of Timed Circuits. ICYCS (2008)
Gang Jin, Lei Wang, Zhiying Wang, Kui Dai
An Optimal Design Method for De-synchronous Circuit Based on Control Graph. APPT (2007)
Yong Li, Lei Wang, Rui Gong, Kui Dai, Zhiying Wang
Research and Implementation of a 32-Bit Asynchronous Multiplier. J. Comput. Res. Dev. 43 (12) (2006)
Lei Wang, Zhiying Wang, Kui Dai
Cycle Period Analysis and Optimization of Timed Circuits. Asia-Pacific Computer Systems Architecture Conference (2006)
Lei Wang, Zhiying Wang, Kui Dai
An Approximate Method for Performance Evaluation of Asynchronous Pipeline Rings. CIT (2006)
Lei Wang, Hongyi Lu, Kui Dai, Zhiying Wang
TengYue-1TengYue: In Chinese means jump over.: A High Performance Embedded SoC. Asia-Pacific Computer Systems Architecture Conference (2004)