Qiugang Zhan

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Active Learning

Biologically Inspired

Spiking Neural Networks

Top Venues

Knowl. Based Syst.

IEEE Trans. Cybern.

IEEE Trans. Image Process.

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)
Qiugang Zhan, Xiurui Xie, Guisong Liu, Malu Zhang
ESVAE: An Efficient Spiking Variational Autoencoder with Reparameterizable Poisson Spiking Sampling. CoRR (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)
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)