Xiurui Xie

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 25

Top Topics

Biologically Inspired

Supervised Learning

Top Venues

IEEE Trans. Cybern.

Knowl. Based Syst.

Publications

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 (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2023)
Qiugang Zhan, Xiurui Xie, Guisong Liu, Malu Zhang
ESVAE: An Efficient Spiking Variational Autoencoder with Reparameterizable Poisson Spiking Sampling. CoRR (2023)
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) (2023)
Qiugang Zhan, Guisong Liu, Xiurui Xie, Malu Zhang, Guolin Sun
Bio-inspired Active Learning method in spiking neural network. Knowl. Based Syst. 261 (2023)
Qiugang Zhan, Guisong Liu, Xiurui Xie, Guolin Sun, Huajin Tang
Effective Transfer Learning Algorithm in Spiking Neural Networks. IEEE Trans. Cybern. 52 (12) (2022)
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) (2022)
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) (2022)
Guisong Liu, Wenjie Deng, Xiurui Xie, Li Huang, Huajin Tang
Human-Level Control through Directly-Trained Deep Spiking Q-Networks. CoRR (2022)
Zeheng Yang, Guisong Liu, Xiurui Xie, Qing Cai
Efficient dynamic domain adaptation on deep CNN. Multim. Tools Appl. 79 (45-46) (2020)
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) (2020)
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 (2020)
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 (2020)
Xiurui Xie, Guisong Liu, Qing Cai, Pengfei Wei, Hong Qu
Multi-source sequential knowledge regression by using transfer RNN units. Neural Networks 119 (2019)
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) (2019)
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)
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) (2018)
Xiurui Xie, Hong Qu, Guisong Liu, Malu Zhang
Efficient training of supervised spiking neural networks via the normalized perceptron based learning rule. Neurocomputing 241 (2017)
Malu Zhang, Hong Qu, Xiurui Xie, Jürgen Kurths
Supervised learning in spiking neural networks with noise-threshold. Neurocomputing 219 (2017)
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) (2017)
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) (2016)
Hong Qu, Xiurui Xie, Yongshuai Liu, Malu Zhang, Li Lu
Improved perception-based spiking neuron learning rule for real-time user authentication. Neurocomputing 151 (2015)
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)