A Survey on Neural Network Interpretability

Zhang，Y.1; Tino，Peter2; Leonardis，Ales3; Tang，K.4

2021-10

10.1109/TETCI.2021.3100641

IEEE Transactions on Emerging Topics in Computational Intelligence   影响因子和分区

2471-285X

Machine learning neural networks inter-pretability survey

SCI ; EI

第一

20213710887349

Deep learning ; Deep neural networks ; Learning systems ; Surveys ; Taxonomies

Information Science:903

IEEE

1.Guangdong Key Laboratory of Brain-Inspired Intelligent Computation, Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen 518055 China and also with the, with the Research Institute of Trust-worthy Autonomous Systems, Southern University of Science and Technology, Shenzhen 518055 China, and also with School of Computer Science, University of Birmingham, Edgbaston, Birmingham B15 2TT U.K. (e-mail: zhangy3@mail.sustech.edu.cn).
2.School of Computer Science, University of Birmingham, Edgbaston, Birmingham B15 2TT U.K. (e-mail: P.Tino@cs.bham.ac.uk).
3.School of Computer Science, University of Birmingham, Edgbaston, Birmingham B15 2TT U.K. (e-mail: a.leonardis@cs.bham.ac.uk).
4.Guangdong Key Laboratory of Brain-Inspired Intelligent Computation, Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen 518055 P.R. China and also with the Research Institute of Trust-worthy Autonomous Systems, Southern University of Science and Technology, Shenzhen 518055 China (e-mail: tangk3@sustech.edu.cn).

Zhang，Y.,Tino，Peter,Leonardis，Ales,et al. A Survey on Neural Network Interpretability[J]. IEEE Transactions on Emerging Topics in Computational Intelligence,2021,5(5):726-742.

Zhang，Y.,Tino，Peter,Leonardis，Ales,&Tang，K..(2021).A Survey on Neural Network Interpretability.IEEE Transactions on Emerging Topics in Computational Intelligence,5(5),726-742.

Zhang，Y.,et al."A Survey on Neural Network Interpretability".IEEE Transactions on Emerging Topics in Computational Intelligence 5.5(2021):726-742.