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Journals / Istanbul University Journal of Electrical and Electronics Engineering / 2003 / Cilt: 3 - Sayı: 1

New criteria for the existence of stable equilibrium points in nonsymmetric cellular neural networks

Neyir ÖZCAN
Sabri ARIK
Vedat TAVŞANOĞLU
Pages
699–706
Publication Date
2022-10-18
DOI
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AI Summary & Key Takeaways

AI Insight
⚡ TL;DR(Too Long; Didn't Read)

Our results are also compared with the previous results derived in the literature for the existence of stable equilibrium points for CNNs.

📌 3 Key Takeaways

🎯
Objective & Hypothesis:This paper presents new criteria for the existence of stable equilibrium points in the total saturation region for cellular neural networks (CNNs).
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Key Findings & Data:It is shown that the results obtained can be used to derive some complete stability conditions for some special classes of CNNs such as positive cell-linking CNNs, opposite-sign CNNs and dominant-template CNNs.
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Conclusion & Impact:Our results are also compared with the previous results derived in the literature for the existence of stable equilibrium points for CNNs.
🔬Design:Research Article
📍Scope:Comprehensive Sample
⚙️Variables:Domain Parameters

Abstract

This paper presents new criteria for the existence of stable equilibrium points in the total saturation region for cellular neural networks (CNNs). It is shown that the results obtained can be used to derive some complete stability conditions for some special classes of CNNs such as positive cell-linking CNNs, opposite-sign CNNs and dominant-template CNNs. Our results are also compared with the previous results derived in the literature for the existence of stable equilibrium points for CNNs.

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Cite This Article

ÖZCAN, N., ARIK, S., TAVŞANOĞLU, V. (2022). New criteria for the existence of stable equilibrium points in nonsymmetric cellular neural networks. Istanbul University Journal of Electrical and Electronics Engineering, Cilt: 3 - Sayı: 1, 699–706. https://ajindex.com/articles/543917

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