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Towards Efficient Processing and Learning with Spikes: New Approaches for Multi-Spike Learning


May 02, 2020
Qiang Yu, Shenglan Li, Huajin Tang, Longbiao Wang, Jianwu Dang, Kay Chen Tan

* 13 pages 

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Effective AER Object Classification Using Segmented Probability-Maximization Learning in Spiking Neural Networks


Feb 14, 2020
Qianhui Liu, Haibo Ruan, Dong Xing, Huajin Tang, Gang Pan

* AAAI 2020 (Oral) 

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Unsupervised AER Object Recognition Based on Multiscale Spatio-Temporal Features and Spiking Neurons


Nov 19, 2019
Qianhui Liu, Gang Pan, Haibo Ruan, Dong Xing, Qi Xu, Huajin Tang


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Robust Environmental Sound Recognition with Sparse Key-point Encoding and Efficient Multi-spike Learning


Feb 04, 2019
Qiang Yu, Yanli Yao, Longbiao Wang, Huajin Tang, Jianwu Dang, Kay Chen Tan

* 13 pages,12 figures 

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Spiking Deep Residual Network


Apr 28, 2018
Yangfan Hu, Huajin Tang, Yueming Wang, Gang Pan


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Connections Between Nuclear Norm and Frobenius Norm Based Representations


Oct 17, 2016
Xi Peng, Canyi Lu, Zhang Yi, Huajin Tang

* IEEE Trans. on Neural Networks and Learning Systems, 2016 
* IEEE Trans. on Neural Networks and Learning Systems, 2016 

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A Unified Framework for Representation-based Subspace Clustering of Out-of-sample and Large-scale Data


Oct 30, 2015
Xi Peng, Huajin Tang, Lei Zhang, Zhang Yi, Shijie Xiao

* IEEE Trans. on Neural Networks and Learning Systems, vol. 27, no. 12, pp. 2499-2512, Dec. 2016 
* in IEEE Trans. on Neural Networks and Learning Systems, 2015 

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Fast Low-rank Representation based Spatial Pyramid Matching for Image Classification


Oct 02, 2015
Xi Peng, Rui Yan, Bo Zhao, Huajin Tang, Zhang Yi

* Knowledge based Systems, 2015, 90, p.14-22 
* accepted into knowledge based systems, 2015 

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Constructing the L2-Graph for Robust Subspace Learning and Subspace Clustering


Jan 17, 2015
Xi Peng, Zhiding Yu, Huajin Tang, Zhang Yi

* IEEE Trans. on Cybernetics, vol. 47, no. 4, pp. 1053-1066, Apr. 2017 

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