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Network Pruning for Bit-Serial Accelerators 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2023, 卷号: 42, 期号: 5, 页码: 1597-1609
作者:  Zhao, Xiandong;  Wang, Ying;  Liu, Cheng;  Shi, Cong;  Tu, Kaijie;  Zhang, Lei
收藏  |  浏览/下载：7/0  |  提交时间：2023/12/04
AI accelerators  neural networks (NNs)  NN compression  
TripleBrain: A Compact Neuromorphic Hardware Core With Fast On-Chip Self-Organizing and Reinforcement Spike-Timing Dependent Plasticity 期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, 2022, 卷号: 16, 期号: 4, 页码: 636-650
作者:  Wang, Haibing;  He, Zhen;  Wang, Tengxiao;  He, Junxian;  Zhou, Xichuan;  Wang, Ying;  Liu, Liyuan;  Wu, Nanjian;  Tian, Min;  Shi, Cong
收藏  |  浏览/下载：13/0  |  提交时间：2023/07/12
Neurons  Neuromorphics  Hardware  System-on-chip  Field programmable gate arrays  Synapses  Self-organizing feature maps  Neuromorphic system  spiking neural network  spike-timing dependent plasticity  self-organizing map  reinforce- ment learning  on-chip learning  
A Low-Cost FPGA Implementation of Spiking Extreme Learning Machine With On-Chip Reward-Modulated STDP Learning 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2022, 卷号: 69, 期号: 3, 页码: 1657-1661
作者:  He, Zhen;  Shi, Cong;  Wang, Tengxiao;  Wang, Ying;  Tian, Min;  Zhou, Xichuan;  Li, Ping;  Liu, Liyuan;  Wu, Nanjian;  Luo, Gang
收藏  |  浏览/下载：24/0  |  提交时间：2022/12/07
Neurons  Hardware  System-on-chip  Costs  Training  Field programmable gate arrays  Computational modeling  Neuromorphic computing  spiking neural network  extreme learning machine  spike-timing-dependent plasticity  reward-modulated  on-chip learning  
An Edge 3D CNN Accelerator for Low-Power Activity Recognition 期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2021, 卷号: 40, 期号: 5, 页码: 918-930
作者:  Wang, Ying;  Wang, Yongchen;  Shi, Cong;  Cheng, Long;  Li, Huawei;  Li, Xiaowei
收藏  |  浏览/下载：37/0  |  提交时间：2021/12/01
Three-dimensional displays  Two dimensional displays  Arrays  Feature extraction  System-on-chip  Redundancy  3D CNN  activity analysis  CNN accelerator  network-on-chip  video  
CompSNN: A lightweight spiking neural network based on spatiotemporally compressive spike features 期刊论文
NEUROCOMPUTING, 2021, 卷号: 425, 页码: 96-106
作者:  Wang, Tengxiao;  Shi, Cong;  Zhou, Xichuan;  Lin, Yingcheng;  He, Junxian;  Gan, Ping;  Li, Ping;  Wang, Ying;  Liu, Liyuan;  Wu, Nanjian;  Luo, Gang
收藏  |  浏览/下载：39/0  |  提交时间：2021/12/01
Neuromorphic computing  Spiking neural networks  SNN  Compressive sensing  Object classification  Multi-spike encoding  
A High-Speed Low-Cost VLSI System Capable of On-Chip Online Learning for Dynamic Vision Sensor Data Classification 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 17, 页码: 18
作者:  He, Wei;  Huang, Jinguo;  Wang, Tengxiao;  Lin, Yingcheng;  He, Junxian;  Zhou, Xichuan;  Li, Ping;  Wang, Ying;  Wu, Nanjian;  Shi, Cong
收藏  |  浏览/下载：55/0  |  提交时间：2020/12/10
address-event representation (AER)  Random Ferns  object classification  neuromorphic hardware  online learning  on-chip learning  
A multiway p-spectral clustering algorithm 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2019, 卷号: 164, 页码: 371-377
作者:  Ding, Shifei;  Cong, Lin;  Hu, Qiankun;  Jia, Hongjie;  Shi, Zhongzhi
收藏  |  浏览/下载：71/0  |  提交时间：2019/04/03
Graph cut criterion  Multi-class partition problem  Local scaling parameter  NJW algorithm  
Exploiting Lightweight Statistical Learning for Event-Based Vision Processing 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 19396-19406
作者:  Shi, Cong;  Li, Jiajun;  Wang, Ying;  Luo, Gang
收藏  |  浏览/下载：52/0  |  提交时间：2019/12/10
Address-event representation (AER)  dynamic vision sensor (DVS)  random ferns  statistical learning  neuromorphic processing  
Bench IP: Benchmarking Intelligence Processors 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2018, 卷号: 33, 期号: 1, 页码: 1-23
作者:  Tao, Jin-Hua;  Du, Zi-Dong;  Guo, Qi;  Lan, Hui-Ying;  Zhang, Lei;  Zhou, Sheng-Yuan;  Xu, Ling-Jie;  Liu, Cong;  Liu, Hai-Feng;  Tang, Shan;  Rush, Allen;  Chen, Willian;  Liu, Shao-Li;  Chen, Yun-Ji;  Chen, Tian-Shi
收藏  |  浏览/下载：73/0  |  提交时间：2019/12/10
deep learning  intelligence processor  benchmark  
一种交互式事件常识知识的获取方法 期刊论文
中文信息学报, 2016, 卷号: 30.0, 期号: 003, 页码: 125
作者:  曹聪;  曹存根;  臧良军;  王石
收藏  |  浏览/下载：5/0  |  提交时间：2023/12/04
常识知识获取  事件常识  交互过程