Dynamic-Step-Size Regulation in Pulse-Coupled Neural Networks

Pulse-coupled neural networks (PCNNs) are capable of segmenting digital images in a multistage unsupervised fashion; however, optimal output selection remains challenging. To address the above problem, this paper emphasizes the role of the step size, which influences the decreasing speed of the memb...

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Bibliographic Details
Main Authors: Jiayi Geng, Fanqing Ji, Shouliang Li, Yulin Shen, Zhen Yang
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Entropy
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Online Access:https://www.mdpi.com/1099-4300/27/6/597
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