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. As F...

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Bibliografske podrobnosti

Principais autores:	Weili Guo, Guangyu Li, Jianfeng Lu
Format:	Artigo
Jezik:	Inglês
Izdano:	IEEE 2022-01-01
Serija:	IEEE Access
Teme:	Fisher information matrix multilayer perceptrons singularity bipolar error function general Gaussian input
Online dostop:	https://ieeexplore.ieee.org/document/9973293/
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