Fisher information matrix of unipolar activation function-based multilayer perceptrons

Fisher information matrix of unipolar activation function-based multilayer perceptrons

The multilayer perceptrons (MLPs) are widely used in many fields, however, singularities in the parameter space may seriously influence the learning dynamics of MLPs and cause strange learning behaviors. Given that the singularities are the subspaces of the parameter space where the Fisher informati...

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書目詳細資料
Main Authors:	Guo, Weili, Ong, Yew-Soon, Zhou, Yingjiang, Hervas, Jaime Rubio, Song, Aiguo, Wei, Haikun
其他作者:	School of Computer Science and Engineering
格式:	Article
語言:	English
出版:	2020
主題:	Engineering::Computer science and engineering Analytical Form Fisher Information Matrix (FIM)
在線閱讀:	https://hdl.handle.net/10356/139916
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!
機構:	Nanyang Technological University
語言:	English

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