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...

Полное описание

Библиографические подробности
Главные авторы: Fei Deng, Shibin Liang, Kaiguo Qian, Jing Yu, Xuanxuan Li
Формат: Статья
Язык:English
Опубликовано: Nature Portfolio 2025-01-01
Серии:Scientific Reports
Online-ссылка:https://doi.org/10.1038/s41598-024-84299-y