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Qi Xu (徐齐)
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Year
Overfitting remedy by sparsifying regularization on fully-connected layers of CNNs
Q Xu, M Zhang, Z Gu, G Pan
Neurocomputing 328, 69-74, 2019
1762019
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
1342017
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
Sci. China Inf. Sci. 59 (2), 1-5, 2016
922016
Csnn: an augmented spiking based framework with perceptron-inception.
Q Xu, Y Qi, H Yu, J Shen, H Tang, G Pan
IJCAI 1646, 2018
632018
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
432020
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
412020
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
402022
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
302022
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
302021
Constructing deep spiking neural networks from artificial neural networks with knowledge distillation
Q Xu, Y Li, J Shen, JK Liu, H Tang, G Pan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
292023
Hierarchical Spiking-Based Model for Efficient Image Classification With Enhanced Feature Extraction and Encoding
Q Xu, Y Li, J Shen, P Zhang, JK Liu, H Tang, G Pan
IEEE Transactions on Neural Networks and Learning Systems, 2023
252023
SparseConnect: regularising CNNs on fully connected layers
Q Xu, G Pan
Electronics Letters 53 (18), 1246-1248, 2017
222017
ESL-SNNs: An Evolutionary Structure Learning Strategy For Spiking Neural Networks
Jiangrong Shen, Qi Xu, Jian K. Liu, Yueming Wang, Gang Pan, Huajin Tang
Proceedings of the AAAI Conference on Artificial Intelligence 37 (AAAI 23), 2023
19*2023
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
182021
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
142022
Vision transformers for computational histopathology
H Xu, Q Xu, F Cong, J Kang, C Han, Z Liu, A Madabhushi, C Lu
IEEE Reviews in Biomedical Engineering, 2023
102023
Biologically inspired structure learning with reverse knowledge distillation for spiking neural networks
Q Xu, Y Li, X Fang, J Shen, JK Liu, H Tang, G Pan
arXiv preprint arXiv:2304.09500, 2023
92023
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
52021
JDAT: Joint-dimension-aware transformer with strong flexibility for EEG emotion recognition
Z Wang, Z Zhou, H Shen, Q Xu, K Huang
Authorea Preprints, 2021
52021
Automatic cervical cancer segmentation in multimodal magnetic resonance imaging using an EfficientNet encoder in UNet++ architecture
S Jin, H Xu, Y Dong, X Hao, F Qin, Q Xu, Y Zhu, F Cong
International Journal of Imaging Systems and Technology, 2023
42023
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Articles 1–20