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Accelerating deep neural network filter pruning with mask-aware convolutional computations on modern CPUs 期刊论文
NEUROCOMPUTING, 2022, 卷号: 505, 页码: 375-387
作者:  Ma, Xiu;  Li, Guangli;  Liu, Lei;  Liu, Huaxiao;  Wang, Xueying
收藏  |  浏览/下载:13/0  |  提交时间:2023/07/12
Deep learning systems  Neural network compression  Filter pruning  
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  
Learning salient features to prevent model drift for correlation tracking 期刊论文
NEUROCOMPUTING, 2020, 卷号: 418, 页码: 1-10
作者:  Zhang, Yu;  Gao, Xingyu;  Chen, Zhenyu;  Zhong, Huicai;  Li, Liang;  Yan, Chenggang;  Shen, Tao
收藏  |  浏览/下载:33/0  |  提交时间:2021/12/01
Salient features  Drift prevention  Correlation tracking  
Boosted Near-miss Under-sampling on SVM ensembles for concept detection in large-scale imbalanced datasets 期刊论文
NEUROCOMPUTING, 2016, 卷号: 172, 页码: 198-206
作者:  Bao, Lei;  Juan, Cao;  Li, Jintao;  Zhang, Yongdong
收藏  |  浏览/下载:37/0  |  提交时间:2019/12/13
Concept learning  Large-scale  Imbalance  Ensmeble learnning  Support Vector Machine  Boosted  Near-miss  Under-sampling