Qi Xu
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Overfitting remedy by sparsifying regularization on fully-connected layers of CNNs
Q Xu, M Zhang, Z Gu, G Pan
Neurocomputing 328, 69-74, 2019
Darwin: a neuromorphic hardware co-processor based on spiking neural networks
J Shen, D Ma, Z Gu, M Zhang, X Zhu, X Xu, Q Xu, Y Shen, G Pan
Science China Information Sciences 59 (2), 1-5, 2016
CSNN: An Augmented Spiking based Framework with Perceptron-Inception.
Q Xu, Y Qi, H Yu, J Shen, H Tang, G Pan
IJCAI, 1646-1652, 2018
Darwin: A neuromorphic hardware co-processor based on spiking neural networks
D Ma, J Shen, Z Gu, M Zhang, X Zhu, X Xu, Q Xu, Y Shen, G Pan
Journal of Systems Architecture 77, 43-51, 2017
SparseConnect: regularising CNNs on fully connected layers
Q Xu, G Pan
Electronics Letters 53 (18), 1246-1248, 2017
Deep CovDenseSNN: A hierarchical event-driven dynamic framework with spiking neurons in noisy environment
Q Xu, J Peng, J Shen, H Tang, G Pan
Neural Networks 121, 512-519, 2020
Unsupervised aer object recognition based on multiscale spatio-temporal features and spiking neurons
Q Liu, G Pan, H Ruan, D Xing, Q Xu, H Tang
IEEE transactions on neural networks and learning systems 31 (12), 5300-5311, 2020
Detecting out-of-distribution samples via variational auto-encoder with reliable uncertainty estimation
X Ran, M Xu, L Mei, Q Xu, Q Liu
arXiv preprint arXiv:2007.08128, 2020
Bigeminal Priors Variational auto-encoder
X Ran, M Xu, Q Xu, H Zhou, Q Liu
arXiv preprint arXiv:2010.01819, 2020
DSPD: A deep spike-to-pattern decoder for the multimodality of brain-machine interface
Q Xu, J Shen, X Ran, H Tang, G Pan, J Liu
SingleChannelNet: A Model for Automatic Sleep Stage Classification with Raw Single-Channel EEG
D Zhou, G Hu, J Zhang, J Wang, R Yan, F Li, Q Xu, L Kettunen, Z Chang, ...
bioRxiv, 2020.09. 21.306597, 2021
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