A recurrent sigma pi sigma neural network

Abstract In this paper, a novel recurrent sigma‒sigma neural network (RSPSNN) that contains the same advantages as the higher-order and recurrent neural networks is proposed. The batch gradient algorithm is used to train the RSPSNN to search for the optimal weights based on the minimal mean squared...

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Bibliographic Details
Main Authors: Fei Deng, Shibin Liang, Kaiguo Qian, Jing Yu, Xuanxuan Li
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-84299-y
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