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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
962019
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
612016
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
602017
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
442018
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
262020
SparseConnect: regularising CNNs on fully connected layers
Q Xu, G Pan
Electronics Letters 53 (18), 1246-1248, 2017
222017
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
202020
Detecting out-of-distribution samples via variational auto-encoder with reliable uncertainty estimation
X Ran, M Xu, L Mei, Q Xu, Q Liu
Neural Networks 145, 199-208, 2022
122022
Robust transcoding sensory information with neural spikes
Q Xu, J Shen, X Ran, H Tang, G Pan, JK Liu
IEEE Transactions on Neural Networks and Learning Systems 33 (5), 1935-1946, 2021
32021
Singlechannelnet: A model for automatic sleep stage classification with raw single-channel eeg
D Zhou, J Wang, G Hu, J Zhang, F Li, R Yan, L Kettunen, Z Chang, Q Xu, ...
Biomedical Signal Processing and Control 75, 103592, 2022
22022
Deep Auto-encoder with Neural Response
X Ran, J Zhang, Z Ye, H Wu, Q Xu, H Zhou, Q Liu
arXiv preprint arXiv:2111.15309, 2021
22021
LightSleepNet: A Lightweight Deep Model for Rapid Sleep Stage Classification with Spectrograms
D Zhou, Q Xu, J Wang, J Zhang, G Hu, L Kettunen, Z Chang, F Cong
2021 43rd Annual International Conference of the IEEE Engineering in …, 2021
22021
Bigeminal priors variational auto-encoder
X Ran, M Xu, Q Xu, H Zhou, Q Liu
arXiv preprint arXiv:2010.01819, 2020
22020
Alleviating Class Imbalance Problem in Automatic Sleep Stage Classification
D Zhou, Q Xu, J Wang, H Xu, L Kettunen, Z Chang, F Cong
IEEE Transactions on Instrumentation and Measurement 71, 1-12, 2022
2022
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
2021
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Artikelen 1–15