PIE-RSPOP: A brain-inspired pseudo-incremental ensemble rough set pseudo-outer product fuzzy neural network

作者：

Highlights：

• An incremental ensemble fuzzy neural network inspired by brain’s learning and memorizing mechanism.

• Allows for trends in the incrementally arriving data to be learnt, memorized, cached, and forgotten.

• Tested on challenging datasets.

摘要

•An incremental ensemble fuzzy neural network inspired by brain’s learning and memorizing mechanism.•Allows for trends in the incrementally arriving data to be learnt, memorized, cached, and forgotten.•Tested on challenging datasets.

论文关键词：Fuzzy neural networks,Incremental learning

论文评审过程：Received 11 August 2017, Revised 24 October 2017, Accepted 11 November 2017, Available online 15 November 2017, Version of Record 22 November 2017.

论文官网地址：https://doi.org/10.1016/j.eswa.2017.11.027