Design and analysis of combined discrete-time zeroing neural network for solving time-varying nonlinear equation with robot application

Zeroing neural network (ZNN) is viewed as an effective solution to time-varying nonlinear equation (TVNE). In this paper, a further study is shown by proposing a novel combined discrete-time ZNN (CDTZNN) model for solving TVNE. Specifically, a new difference formula, which is called the Taylor diffe...

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Bibliographic Details
Main Authors: Zhisheng Ma, Shaobin Huang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-07-01
Series:Frontiers in Neurorobotics
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Online Access:https://www.frontiersin.org/articles/10.3389/fnbot.2025.1576473/full
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