Xiurui Xie

Supervised learning in spiking neural networks with synaptic delay-weight plasticity

Malu Zhang, Jibin Wu, Ammar Belatreche et al. · Neurocomputing · 2020 · 73 citations

Synaptic Plasticity, Cognitive Science, Engineering +11

Supervised learning in spiking neural networks with noise-threshold

Malu Zhang, Hong Qu, Xiurui Xie et al. · Neurocomputing · 2016 · 70 citations

Engineering, Computational Neuroscience, Spiking Neural Networks +7

Efficient Training of Supervised Spiking Neural Network via Accurate Synaptic-Efficiency Adjustment Method

Xiurui Xie, Hong Qu, Yi Zhang et al. · IEEE Transactions on Neural Networks and Learning Systems · 2016 · 50 citations

Engineering, Neural Recoding, Neural Network +18

EMPD: An Efficient Membrane Potential Driven Supervised Learning Algorithm for Spiking Neurons

Malu Zhang, Hong Qu, Ammar Belatreche et al. · IEEE Transactions on Cognitive and Developmental Systems · 2017 · 49 citations

Membrane Potential, Engineering, Machine Learning +15

A deep learning approach for insulator instance segmentation and defect detection

Eldad Antwi-Bekoe, Guisong Liu, Jean-Paul Ainam et al. · Neural Computing and Applications · 2022 · 46 citations

Convolutional Neural Network, Image Analysis, Machine Learning +8