Xuhui Huang

A biologically plausible supervised learning method for spiking neural networks using the symmetric STDP rule

Yunzhe Hao, Xuhui Huang, Meng Dong et al. · Neural Networks · 2019 · 176 citations · Full text

Cognitive Science, Engineering, Neurodynamics +12

RecDis-SNN: Rectifying Membrane Potential Distribution for Directly Training Spiking Neural Networks

Yufei Guo, Xinyi Tong, Yuanpei Chen et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 72 citations

Membrane Potential, Engineering, Neurophysiology +15

ECKPN: Explicit Class Knowledge Propagation Network for Transductive Few-shot Learning

Chaofan Chen, Xiaoshan Yang, Changsheng Xu et al. · 2021 · 64 citations

Artificial Intelligence, Few-shot Learning, Engineering +18

Unsupervised speech recognition through spike-timing-dependent plasticity in a convolutional spiking neural network

Meng Dong, Xuhui Huang, Bo Xu · PLoS ONE · 2018 · 58 citations · Full text

Engineering, Sr Task, Neurochip +17

Long-period rhythmic synchronous firing in a scale-free network

Yuanyuan Mi, Xuhong Liao, Xuhui Huang et al. · Proceedings of the National Academy of Sciences · 2013 · 46 citations · Full text