Influence Area of Overlap Singularity in Multilayer Perceptrons

The existing overlap singularities in the parameter space significantly affect the learning dynamics of the multilayer perceptrons. From the obtained theoretical learning trajectories near overlap singularity, when the learning process has been affected by the overlap singularity, the influence area...

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Detalles Bibliográficos

Principais autores:	Weili Guo, Yuan Yang, Yingjiang Zhou, Yushun Tan, Haikun Wei, Aiguo Song, Guochen Pang
Formato:	Artigo
Idioma:	Inglês
Publicado:	IEEE 2018-01-01
Series:	IEEE Access
Assuntos:	Multilayer perceptrons dynamics information geometry overlap singularity influence area
Acceso en liña:	https://ieeexplore.ieee.org/document/8481340/
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