Lei Wang 0011 - researchr alias

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Viewing Publication 1 - 32 from 32

2024

Hierarchical Mapping of Large-Scale Spiking Convolutional Neural Networks Onto Resource-Constrained Neuromorphic ProcessorChao Xiao, Xu He, Zhijie Yang, Xun Xiao, Yao Wang 0002, Rui Gong, Junbo Tie, Lei Wang 0011, Weixia Xu. tcad, 43(5):1442-1455, May 2024. [doi]

2023

M-LSM: An Improved Multi-Liquid State Machine for Event-Based Vision RecognitionLei Wang 0011, Shasha Guo, Lianhua Qu, Shuo Tian, Weixia Xu. jcst, 38(6):1288-1299, December 2023. [doi]

Back to Homogeneous Computing: A Tightly-Coupled Neuromorphic Processor With Neuromorphic ISAZhijie Yang, Lei Wang 0011, Wei Shi, Yao Wang 0002, Junbo Tie, Feng Wang, Xiang Yu, LingHui Peng, Chao Xiao, Xun Xiao, Yao Yao, Gan Zhou, Xuhu Yu, Rui Gong, Xia Zhao 0004, Yuhua Tang, Weixia Xu. tpds, 34(11):2910-2927, November 2023. [doi]

2022

2 Single-Core Digital Neuromorphic Processor for Liquid State MachineLei Wang 0011, Zhijie Yang, Shasha Guo, Lianhua Qu, Xiangyu Zhang, Ziyang Kang, Weixia Xu. tcasI, 69(5):1976-1989, 2022. [doi]

A Hardware Security Isolation Architecture for Intelligent AcceleratorRui Gong, Lei Wang 0011, Wei Shi, Wei Liu, Jianfeng Zhang. trustcom 2022: 984-991 [doi]

Hardware-aware liquid state machine generation for 2D/3D Network-on-Chip platformsZiyang Kang, Shiying Wang, Lei Wang 0011, Shiming Li, Lianhua Qu, Weixia Xu. jsa, 124:102429, 2022. [doi]

Optimal Mapping of Spiking Neural Network to Neuromorphic Hardware for Edge-AIChao Xiao, Jihua Chen, Lei Wang 0011. sensors, 22(19):7248, 2022. [doi]

NeuProMa: A Toolchain for Mapping Large-Scale Spiking Convolutional Neural Networks onto Neuromorphic ProcessorChao Xiao, Jihua Chen, Lei Wang 0011. npc 2022: 129-142 [doi]

A Spatio-Temporal Event Data Augmentation Method for Dynamic Vision SensorXun Xiao, Xiaofan Chen, Ziyang Kang, Shasha Guo, Lei Wang 0011. iconip 2023: 422-433 [doi]

Dynamic Vision Sensor Based Gesture Recognition Using Liquid State MachineXun Xiao, Lei Wang 0011, Xiaofan Chen, Lianhua Qu, Shasha Guo, Yao Wang, Ziyang Kang. icann 2022: 618-629 [doi]

2021

HashHeat: A hashing-based spatiotemporal filter for dynamic vision sensorShasha Guo, Ziyang Kang, Lei Wang 0011, Limeng Zhang, Xiaofan Chen, Shiming Li, Weixia Xu. integration, 81:99-107, 2021. [doi]

A multi-objective LSM/NoC architecture co-design frameworkShiming Li, Shuo Tian, Ziyang Kang, Lianhua Qu, Shiying Wang, Lei Wang 0011, Weixia Xu. jsa, 116:102154, 2021. [doi]

Enhancing the Performance of Liquid State Machine with Time-Division Sampling and Reservoir ReconstructingYuchen Qiu, Lei Wang 0011, Xiaofan Chen, Lianhua Qu. hpcc 2021: 1108-1115 [doi]

Evolutionary Recurrent Neural Architecture SearchShuo Tian, Kai Hu, Shasha Guo, Shiming Li, Lei Wang 0011, Weixia Xu. esl, 13(3):110-113, 2021. [doi]

A neural architecture search based framework for liquid state machine designShuo Tian, Lianhua Qu, Lei Wang 0011, Kai Hu, Nan Li, Weixia Xu. ijon, 443:174-182, 2021. [doi]

Bactran: A Hardware Batch Normalization Implementation for CNN Training EngineZhijie Yang, Lei Wang 0011, Li Luo, Shiming Li, Shasha Guo, Shuquan Wang. esl, 13(1):29-32, 2021. [doi]

Efficient Memory Access-Aware BWA-SMEM Seeding Accelerator for Genome SequencingYing Zhang, Li Luo, Jian Zhang, Quanyou Feng, Lei Wang 0011. hpcc 2021: 611-617 [doi]

2020

CSMO-DSE: Fast and Precise Application-driven DSE Guided by Criticality and Sensitivity AnalysisLei Wang 0011, Yu Deng 0001, Rui Gong, Wei Shi, Li Luo, Yongwen Wang. jetc, 16(2), 2020. [doi]

An Overhead-Free Max-Pooling Method for SNNShasha Guo, Lei Wang 0011, Baozi Chen, Qiang Dou. esl, 12(1):21-24, 2020. [doi]

HashHeat: An O(C) Complexity Hashing-based Filter for Dynamic Vision SensorShasha Guo, Ziyang Kang, Lei Wang 0011, Shiming Li, Weixia Xu. aspdac 2020: 452-457 [doi]

Recurrent Neural Architecture Search based on Randomness-Enhanced Tabu AlgorithmKai Hu, Tian Shuo, Shasha Guo, Nan Li, Li Luo, Lei Wang 0011. ijcnn 2020: 1-8 [doi]

ASIE: An Asynchronous SNN Inference Engine for AER Events ProcessingZiyang Kang, Lei Wang 0011, Shasha Guo, Rui Gong, Shiming Li, Yu Deng 0001, Weixia Xu. jetc, 16(4), 2020. [doi]

Liquid State Machine Applications Mapping for NoC-Based Neuromorphic PlatformsShiming Li, Lei Wang 0011, Shiying Wang, Weixia Xu. aca 2020: 277-289 [doi]

Laius: an energy-efficient FPGA CNN accelerator with the support of a fixed-point training frameworkZikai Nie, Zhisheng Li, Lei Wang 0011, Shasha Guo, Yu Deng, Rangyu Deng, Qiang Dou. ijcse, 21(3):418-428, 2020. [doi]

A Software-Hardware Co-exploration Framework for Optimizing Communication in Neuromorphic ProcessorShiying Wang, Lei Wang 0011, Ziyang Kang, Lianhua Qu, Shiming Li, Jinshu Su. aca 2020: 87-100 [doi]

SIES: A Novel Implementation of Spiking Convolutional Neural Network Inference Engine on Field-Programmable Gate ArrayShuquan Wang, Lei Wang 0011, Yu Deng, Zhi-Jie Yang, Shasha Guo, Ziyang Kang, Yu-feng Guo, Weixia Xu. jcst, 35(2):475-489, 2020. [doi]

PRBN: A Pipelined Implementation of RBN for CNN TrainingZhijie Yang, Lei Wang 0011, Xiangyu Zhang, Dong Ding, Chuan Xie, Li Luo. aca 2020: 117-131 [doi]

A Machine Learning Framework with Feature Selection for Floorplan Acceleration in IC Physical DesignShuzheng Zhang, Zhen-Yu Zhao, Chaochao Feng, Lei Wang 0011. jcst, 35(2):468-474, 2020. [doi]

A Memristor-Based Spiking Neural Network With High Scalability and Learning EfficiencyZhenyu Zhao, Lianhua Qu, Lei Wang 0011, Quan Deng, Nan Li, Ziyang Kang, Shasha Guo, Weixia Xu. tcas, 67-II(5):931-935, 2020. [doi]

2018

Live Demonstration: Image Segmentation on the FPGA-based Pre-calculating Ising MemoryJian Zhang 0022, Shuming Chen, Zhi Wang, Lei Wang 0011, Linghui Lv, Yaohua Wang. iscas 2018: 1 [doi]

Pre-Calculating Ising Memory: Low Cost Method to Enhance Traditional Memory with Ising AbilityJian Zhang 0022, Shuming Chen, Zhi Wang, Lei Wang 0011, Linghui Lv, Yaohua Wang. iscas 2018: 1-5 [doi]

2013

DCP: Improving the Throughput of Asynchronous Pipeline by Dual Control PathBo Su, Li Shen, Lei Wang 0011, Zhiying Wang, Yourui Wang, Libo Huang, Wei Shi. hpcc 2013: 230-237 [doi]

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