Feng-Lei Fan

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 18

Top Topics

Gaussian Processes

Fault Diagnosis

Top Venues

IEEE Trans. Instrum. Meas.

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Artif. Intell.

Publications

Shao-Qun Zhang, Fei Wang, Feng-Lei Fan
Neural Network Gaussian Processes by Increasing Depth. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Feng-Lei Fan, Meng Wang, Hang-Cheng Dong, Jianwei Ma, Tieyong Zeng
No One-Size-Fits-All Neurons: Task-based Neurons for Artificial Neural Networks. CoRR (2024)
Jing-Xiao Liao, Sheng-Lai Wei, Chen-Long Xie, Tieyong Zeng, Jinwei Sun, Shiping Zhang, Xiaoge Zhang, Feng-Lei Fan
BearingPGA-Net: A Lightweight and Deployable Bearing Fault Diagnosis Network via Decoupled Knowledge Distillation and FPGA Acceleration. IEEE Trans. Instrum. Meas. 73 (2024)
Qianchao Wang, Shijun Zhang, Dong Zeng, Zhaoheng Xie, Hengtao Guo, Feng-Lei Fan, Tieyong Zeng
Don't Fear Peculiar Activation Functions: EUAF and Beyond. CoRR (2024)
Tingting Wu, Zhiyan Du, Zhi Li, Feng-Lei Fan, Tieyong Zeng
VDIP-TGV: Blind Image Deconvolution via Variational Deep Image Prior Empowered by Total Generalized Variation. CoRR (2023)
Jing-Xiao Liao, Sheng-Lai Wei, Chen-Long Xie, Tieyong Zeng, Jinwei Sun, Shiping Zhang, Xiaoge Zhang, Feng-Lei Fan
BearingPGA-Net: A Lightweight and Deployable Bearing Fault Diagnosis Network via Decoupled Knowledge Distillation and FPGA Acceleration. CoRR (2023)
Feng-Lei Fan, Zeyu Li, Huan Xiong, Tieyong Zeng
Rethink Depth Separation with Intra-layer Links. CoRR (2023)
Feng-Lei Fan, Hang-Cheng Dong, Zhongming Wu, Lecheng Ruan, Tieyong Zeng, Yiming Cui, Jing-Xiao Liao
One Neuron Saved Is One Neuron Earned: On Parametric Efficiency of Quadratic Networks. CoRR (2023)
Feng-Lei Fan, Yingxin Li, Hanchuan Peng, Tieyong Zeng, Fei Wang
Towards NeuroAI: Introducing Neuronal Diversity into Artificial Neural Networks. CoRR (2023)
Ao Chen, Jinghua Zhang, Md Mamunur Rahaman, Hongzan Sun, Tieyong Zeng, Marcin Grzegorzek, Feng-Lei Fan, Chen Li
ACTIVE: A Deep Model for Sperm and Impurity Detection in Microscopic Videos. CoRR (2023)
Jing-Xiao Liao, Hangcheng Dong, Zhi-Qi Sun, Jinwei Sun, Shiping Zhang, Feng-Lei Fan
Attention-Embedded Quadratic Network (Qttention) for Effective and Interpretable Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 72 (2023)
Yiming Cui, Lecheng Ruan, Hang-Cheng Dong, Qiang Li, Zhongming Wu, Tieyong Zeng, Feng-Lei Fan
Cloud-RAIN: Point Cloud Analysis with Reflectional Invariance. CoRR (2023)
Feng-Lei Fan, Wei Huang, Xiangru Zhong, Lecheng Ruan, Tieyong Zeng, Huan Xiong, Fei Wang
Deep ReLU Networks Have Surprisingly Simple Polytopes. CoRR (2023)
Feng-Lei Fan, Dayang Wang, Hengtao Guo, Qikui Zhu, Pingkun Yan, Ge Wang, Hengyong Yu
On a Sparse Shortcut Topology of Artificial Neural Networks. IEEE Trans. Artif. Intell. 3 (4) (2022)
Jing-Xiao Liao, Hang-Cheng Dong, Zhi-Qi Sun, Jinwei Sun, Shiping Zhang, Feng-Lei Fan
Attention-embedded Quadratic Network (Qttention) for Effective and Interpretable Bearing Fault Diagnosis. CoRR (2022)
Jing-Xiao Liao, Bojian Hou, Hang-Cheng Dong, Hao Zhang, Jianwei Ma, Jinwei Sun, Shiping Zhang, Feng-Lei Fan
Heterogeneous Autoencoder Empowered by Quadratic Neurons. CoRR (2022)
Tingting Wu, Wenna Wu, Ying Yang, Feng-Lei Fan, Tieyong Zeng
Retinex Image Enhancement Based on Sequential Decomposition With a Plug-and-Play Framework. CoRR (2022)
Shao-Qun Zhang, Feng-Lei Fan
Neural Network Gaussian Processes by Increasing Depth. CoRR (2021)