Sparse algorithms of Random Weight Networks and applications

作者：

Highlights：

• Gives sparse algorithms of random weights networks.

• The algorithms have effective performance compared with some traditional algorithms.

• The algorithms are used to diagnose the faults of switch reluctance motor.

• The algorithms are employed effectively in the face recognition.

摘要

•Gives sparse algorithms of random weights networks.•The algorithms have effective performance compared with some traditional algorithms.•The algorithms are used to diagnose the faults of switch reluctance motor.•The algorithms are employed effectively in the face recognition.

论文关键词：Feedforward neural networks,Random weights,Sparse algorithm,Fault diagnosis,Human face recognition

论文评审过程：Available online 11 October 2013.

论文官网地址：https://doi.org/10.1016/j.eswa.2013.09.045