On Interpretability of Artificial Neural Networks: A Survey
Fan, Feng-Lei, Xiong, Jinjun, Li, Mengzhou, Wang, Ge
Published in IEEE transactions on radiation and plasma medical sciences (01.11.2021)
Published in IEEE transactions on radiation and plasma medical sciences (01.11.2021)
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Journal Article
Neural Network Gaussian Processes by Increasing Depth
Zhang, Shao-Qun, Wang, Fei, Fan, Feng-Lei
Published in IEEE transaction on neural networks and learning systems (01.02.2024)
Published in IEEE transaction on neural networks and learning systems (01.02.2024)
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Journal Article
Attention-embedded Quadratic Network (Qttention) for Effective and Interpretable Bearing Fault Diagnosis
Liao, Jing-Xiao, Dong, Hang-Cheng, Sun, Zhi-Qi, Sun, Jinwei, Zhang, Shiping, Fan, Feng-Lei
Published in IEEE transactions on instrumentation and measurement (01.01.2023)
Published in IEEE transactions on instrumentation and measurement (01.01.2023)
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Journal Article
BearingPGA-Net: A Lightweight and Deployable Bearing Fault Diagnosis Network via Decoupled Knowledge Distillation and FPGA Acceleration
Liao, Jing-Xiao, Wei, Sheng-Lai, Xie, Chen-Long, Zeng, Tieyong, Sun, Jinwei, Zhang, Shiping, Zhang, Xiaoge, Fan, Feng-Lei
Published in IEEE transactions on instrumentation and measurement (01.01.2024)
Published in IEEE transactions on instrumentation and measurement (01.01.2024)
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Journal Article
Low-dimensional Manifold Constrained Disentanglement Network for Metal Artifact Reduction
Niu, Chuang, Cong, Wenxiang, Fan, Feng-Lei, Shan, Hongming, Li, Mengzhou, Liang, Jimin, Wang, Ge
Published in IEEE transactions on radiation and plasma medical sciences (01.07.2022)
Published in IEEE transactions on radiation and plasma medical sciences (01.07.2022)
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Journal Article
EM Estimation of the X-Ray Spectrum With a Genetically Optimized Step-Wedge Phantom
Li, Mengzhou, Fan, Feng-Lei, Cong, Wenxiang, Wang, Ge
Published in Frontiers in physics (21.05.2021)
Published in Frontiers in physics (21.05.2021)
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Journal Article
On Expressivity and Trainability of Quadratic Networks
Fan, Feng-Lei, Li, Mengzhou, Wang, Fei, Lai, Rongjie, Wang, Ge
Published in IEEE transaction on neural networks and learning systems (23.11.2023)
Published in IEEE transaction on neural networks and learning systems (23.11.2023)
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Journal Article
On a Sparse Shortcut Topology of Artificial Neural Networks
Fan, Feng-Lei, Wang, Dayang, Guo, Hengtao, Zhu, Qikui, Yan, Pingkun, Wang, Ge, Yu, Hengyong
Published in IEEE transactions on artificial intelligence (01.08.2022)
Published in IEEE transactions on artificial intelligence (01.08.2022)
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Journal Article
Quadratic Neuron-Empowered Heterogeneous Autoencoder for Unsupervised Anomaly Detection
Liao, Jing-Xiao, Hou, Bo-Jian, Dong, Hang-Cheng, Zhang, Hao, Zhang, Xiaoge, Sun, Jinwei, Zhang, Shiping, Fan, Feng-Lei
Published in IEEE transactions on artificial intelligence (01.09.2024)
Published in IEEE transactions on artificial intelligence (01.09.2024)
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Journal Article
An Extending Result on Spectral Radius of Bipartite Graphs
Cheng, Yen-Jen, Fan, Feng-lei, Weng, Chih-wen
Published in Taiwanese journal of mathematics (01.04.2018)
Published in Taiwanese journal of mathematics (01.04.2018)
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Journal Article
Don't Fear Peculiar Activation Functions: EUAF and Beyond
Wang, Qianchao, Zhang, Shijun, Zeng, Dong, Xie, Zhaoheng, Guo, Hengtao, Feng-Lei, Fan, Zeng, Tieyong
Published in arXiv.org (12.07.2024)
Published in arXiv.org (12.07.2024)
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Journal Article
No One-Size-Fits-All Neurons: Task-based Neurons for Artificial Neural Networks
Feng-Lei, Fan, Wang, Meng, Hang-Cheng, Dong, Ma, Jianwei, Zeng, Tieyong
Published in arXiv.org (03.05.2024)
Published in arXiv.org (03.05.2024)
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Journal Article
Towards NeuroAI: Introducing Neuronal Diversity into Artificial Neural Networks
Feng-Lei, Fan, Li, Yingxin, Peng, Hanchuan, Zeng, Tieyong, Wang, Fei
Published in arXiv.org (11.03.2023)
Published in arXiv.org (11.03.2023)
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Journal Article
Retinex Image Enhancement Based on Sequential Decomposition With a Plug-and-Play Framework
Wu, Tingting, Wu, Wenna, Yang, Ying, Feng-Lei, Fan, Zeng, Tieyong
Published in arXiv.org (17.02.2023)
Published in arXiv.org (17.02.2023)
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