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2020 – today
- 2024
[j23]Xiurui Xie
, Jingxuan Feng, Guisong Liu, Qiugang Zhan, Zhetong Liu, Malu Zhang:
Federated learning for spiking neural networks by hint-layer knowledge distillation. Appl. Soft Comput. 163: 111901 (2024)- [j22]Qiugang Zhan, Bingchao Wang, Anning Jiang, Xiurui Xie, Malu Zhang, Guisong Liu:
A two-stage spiking meta-learning method for few-shot classification. Knowl. Based Syst. 284: 111220 (2024) - [j21]Qiugang Zhan, Guisong Liu, Xiurui Xie, Ran Tao, Malu Zhang, Huajin Tang:
Spiking Transfer Learning From RGB Image to Neuromorphic Event Stream. IEEE Trans. Image Process. 33: 4274-4287 (2024) - [j20]Xiurui Xie, Bei Yu, Guisong Liu, Qiugang Zhan, Huajin Tang:
Effective Active Learning Method for Spiking Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 35(9): 12373-12382 (2024) - [c2]Muquan Li, Dongyang Zhang, Tao He, Xiurui Xie, Yuan-Fang Li, Ke Qin:
Towards Effective Data-Free Knowledge Distillation via Diverse Diffusion Augmentation. ACM Multimedia 2024: 4416-4425 - [i4]Qiugang Zhan, Jinbo Cao, Xiurui Xie, Malu Zhang, Huajin Tang, Guisong Liu:
SFedCA: Credit Assignment-Based Active Client Selection Strategy for Spiking Federated Learning. CoRR abs/2406.12200 (2024) - [i3]Muquan Li, Dongyang Zhang, Tao He, Xiurui Xie, Yuan-Fang Li, Ke Qin:
Towards Effective Data-Free Knowledge Distillation via Diverse Diffusion Augmentation. CoRR abs/2410.17606 (2024) - 2023
- [j19]Xiurui Xie, Maojun Tian, Guangchun Luo, Guisong Liu, Yizhe Wu, Ke Qin:
Active learning in multi-label image classification with graph convolutional network embedding. Future Gener. Comput. Syst. 148: 56-65 (2023) - [j18]Qiugang Zhan, Guisong Liu, Xiurui Xie, Malu Zhang, Guolin Sun:
Bio-inspired Active Learning method in spiking neural network. Knowl. Based Syst. 261: 110193 (2023) - [j17]Guisong Liu, Wenjie Deng, Xiurui Xie, Li Huang, Huajin Tang:
Human-Level Control Through Directly Trained Deep Spiking Q-Networks. IEEE Trans. Cybern. 53(11): 7187-7198 (2023) - [i2]Qiugang Zhan, Xiurui Xie, Guisong Liu, Malu Zhang:
ESVAE: An Efficient Spiking Variational Autoencoder with Reparameterizable Poisson Spiking Sampling. CoRR abs/2310.14839 (2023) - 2022
- [j16]Xiurui Xie, Qing Cai, Hongjie Zhang, Malu Zhang, Zeheng Yang, Guisong Liu:
When to transfer: a dynamic domain adaptation method for effective knowledge transfer. Int. J. Mach. Learn. Cybern. 13(11): 3491-3508 (2022) - [j15]Eldad Antwi-Bekoe, Guisong Liu, Jean-Paul Ainam, Guolin Sun, Xiurui Xie:
A deep learning approach for insulator instance segmentation and defect detection. Neural Comput. Appl. 34(9): 7253-7269 (2022) - [j14]Qiugang Zhan, Guisong Liu, Xiurui Xie, Guolin Sun, Huajin Tang:
Effective Transfer Learning Algorithm in Spiking Neural Networks. IEEE Trans. Cybern. 52(12): 13323-13335 (2022) - [i1]Guisong Liu, Wenjie Deng, Xiurui Xie, Li Huang, Huajin Tang:
Human-Level Control through Directly-Trained Deep Spiking Q-Networks. CoRR abs/2201.07211 (2022) - 2020
- [j13]Malu Zhang, Jibin Wu, Ammar Belatreche, Zihan Pan, Xiurui Xie, Yansong Chua, Guoqi Li, Hong Qu, Haizhou Li:
Supervised learning in spiking neural networks with synaptic delay-weight plasticity. Neurocomputing 409: 103-118 (2020) - [j12]Xiurui Xie, Guisong Liu, Qing Cai, Guolin Sun, Malu Zhang, Hong Qu:
An end-to-end functional spiking model for sequential feature learning. Knowl. Based Syst. 195: 105643 (2020) - [j11]Zeheng Yang, Guisong Liu, Xiurui Xie, Qing Cai:
Efficient dynamic domain adaptation on deep CNN. Multim. Tools Appl. 79(45-46): 33853-33873 (2020) - [j10]Zeheng Yang, Xiurui Xie, Qiugang Zhan, Guisong Liu, Qing Cai, Xu Zheng:
A neural-network-based framework for cigarette laser code identification. Neural Comput. Appl. 32(15): 11597-11606 (2020)
2010 – 2019
- 2019
- [j9]Xiurui Xie, Guisong Liu, Qing Cai, Pengfei Wei, Hong Qu:
Multi-source sequential knowledge regression by using transfer RNN units. Neural Networks 119: 151-161 (2019) - [j8]Xiurui Xie, Guisong Liu, Qing Cai, Hong Qu, Malu Zhang:
The maximum points-based supervised learning rule for spiking neural networks. Soft Comput. 23(20): 10187-10198 (2019) - 2018
- [j7]Malu Zhang, Hong Qu, Jianping Li, Ammar Belatreche, Xiurui Xie, Zhi Zeng:
Feedforward Computational Model for Pattern Recognition with Spiking neurons. Int. J. Robotics Autom. 33(1) (2018) - [j6]Malu Zhang, Hong Qu, Ammar Belatreche, Xiurui Xie:
EMPD: An Efficient Membrane Potential Driven Supervised Learning Algorithm for Spiking Neurons. IEEE Trans. Cogn. Dev. Syst. 10(2): 151-162 (2018) - 2017
- [j5]Malu Zhang, Hong Qu, Xiurui Xie, Jürgen Kurths:
Supervised learning in spiking neural networks with noise-threshold. Neurocomputing 219: 333-349 (2017) - [j4]Xiurui Xie, Hong Qu, Guisong Liu, Malu Zhang:
Efficient training of supervised spiking neural networks via the normalized perceptron based learning rule. Neurocomputing 241: 152-163 (2017) - [j3]Xiurui Xie, Hong Qu, Zhang Yi, Jürgen Kurths:
Efficient Training of Supervised Spiking Neural Network via Accurate Synaptic-Efficiency Adjustment Method. IEEE Trans. Neural Networks Learn. Syst. 28(6): 1411-1424 (2017) - 2016
- [j2]Minyu Feng, Hong Qu, Zhang Yi, Xiurui Xie, Jürgen Kurths:
Evolving Scale-Free Networks by Poisson Process: Modeling and Degree Distribution. IEEE Trans. Cybern. 46(5): 1144-1155 (2016) - 2015
- [j1]Hong Qu, Xiurui Xie, Yongshuai Liu, Malu Zhang, Li Lu:
Improved perception-based spiking neuron learning rule for real-time user authentication. Neurocomputing 151: 310-318 (2015) - 2014
- [c1]Xiurui Xie, Hong Qu, Guisong Liu, Lingshuang Liu:
Recognizing Human Actions by Using the Evolving Remote Supervised Method of Spiking Neural Networks. ICONIP (1) 2014: 366-373
Coauthor Index
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