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...
Main Authors: | Weili Guo, Yuan Yang, Yingjiang Zhou, Yushun Tan, Haikun Wei, Aiguo Song, Guochen Pang |
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Format: | Article |
Language: | English |
Published: |
IEEE
2018-01-01
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Series: | IEEE Access |
Subjects: | |
Online Access: | https://ieeexplore.ieee.org/document/8481340/ |
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