Fisher Information Matrix and its Application of Bipolar Activation Function Based Multilayer Perceptrons With General Gaussian Input
For the widely used multilayer perceptrons (MLPs), there exist singularities in the parameter space where Fisher information matrix (FIM) degenerates on these subspaces. The singularities seriously influence the learning dynamics of MLPs which have attracted many researchers’ attentions....
Main Authors: | Weili Guo, Guangyu Li, Jianfeng Lu |
---|---|
Format: | Article |
Language: | English |
Published: |
IEEE
2022-01-01
|
Series: | IEEE Access |
Subjects: | |
Online Access: | https://ieeexplore.ieee.org/document/9973293/ |
Similar Items
-
Fisher information matrix of unipolar activation function-based multilayer perceptrons
by: Guo, Weili, et al.
Published: (2020) -
Attention Multilayer Perceptron Fusion Network
by: Yuhua Wang, et al.
Published: (2023-01-01) -
Forecasting Pneumonia Toddler Mortality Using Comparative Model ARIMA and Multilayer Perceptron
by: Ni Kadek Ary Indah Suryani, et al.
Published: (2022-08-01) -
Multilayer Perceptron untuk Prediksi Sessions pada Sebuah Website Journal Elektronik
by: Aji Prasetya Wibawa, et al.
Published: (2020-12-01) -
Novel Low-Power Construction of Chaotic S-Box in Multilayer Perceptron
by: Runtao Ren, et al.
Published: (2022-10-01)