Modelling of memristor networks and the effective memristor

This paper presents a mathematical framework for the modelling and analysis of networks of memristors, where we describe a memristor as a monotone relation between electric charge and magnetic flux. Using this framework, we show that the port behaviour of networks of monotone memristors can equivale...

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Vydané v:Automatica (Oxford) Ročník 171; s. 111922
Hlavní autori: Huijzer, Anne-Men, van der Schaft, Arjan, Besselink, Bart
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: Elsevier Ltd 01.01.2025
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Abstract This paper presents a mathematical framework for the modelling and analysis of networks of memristors, where we describe a memristor as a monotone relation between electric charge and magnetic flux. Using this framework, we show that the port behaviour of networks of monotone memristors can equivalently be described by a single monotone memristor, the so-called effective memristor. The behaviour of the effective memristor is influenced by the monotonicity properties of the single memristors and the structure of the network of memristors. An algorithm is provided to derive an explicit characterisation of the effective memristor of any network of memristors. In addition, explicit bounds on the effective memristance curve are derived in terms of the effective resistance of associated resistor networks. Finally, an explicit description of the port behaviour of series and parallel interconnections is derived and simulation examples are provided for two simple circuits.
AbstractList This paper presents a mathematical framework for the modelling and analysis of networks of memristors, where we describe a memristor as a monotone relation between electric charge and magnetic flux. Using this framework, we show that the port behaviour of networks of monotone memristors can equivalently be described by a single monotone memristor, the so-called effective memristor. The behaviour of the effective memristor is influenced by the monotonicity properties of the single memristors and the structure of the network of memristors. An algorithm is provided to derive an explicit characterisation of the effective memristor of any network of memristors. In addition, explicit bounds on the effective memristance curve are derived in terms of the effective resistance of associated resistor networks. Finally, an explicit description of the port behaviour of series and parallel interconnections is derived and simulation examples are provided for two simple circuits.
ArticleNumber 111922
Author van der Schaft, Arjan
Besselink, Bart
Huijzer, Anne-Men
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Keywords Memristors
Non-linear electrical circuits
Application of nonlinear analysis and design
Neuromorphic computing
Language English
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Snippet This paper presents a mathematical framework for the modelling and analysis of networks of memristors, where we describe a memristor as a monotone relation...
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StartPage 111922
SubjectTerms Application of nonlinear analysis and design
Memristors
Neuromorphic computing
Non-linear electrical circuits
Title Modelling of memristor networks and the effective memristor
URI https://dx.doi.org/10.1016/j.automatica.2024.111922
Volume 171
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