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Comparative Analysis of Memristor Models with a Window Function Described in LTspice

Elena B. Solovyeva, Vasiliy A. Azarov

202125 citationsDOI

Abstract

In recent decades, memristive systems, synthesized on the basis of the fourth passive electrical element, the memristor, are developed. A memristor is a controlled resistor with memory, its resistance is nonlinearly dependent on the history of the current change in it. The application of memristor systems is wide, for example, memory devices, neuromorphic systems, neural networks, nanoelectronics devices used for various purposes. This diversity is due to the advantages of memristive systems (compactness, energy efficiency, high performance). Memristors are created using new materials and technologies. As a result, there are difficulties in their analytical and numerical modeling. The main mathematical models of memristors, their advantages and disadvantages, the possibility of implementation in LTspice are represented.

Topics & Concepts

MemristorMemistorNeuromorphic engineeringComputer scienceElectronic engineeringResistorNanoelectronicsResistive random-access memoryElectrical elementArtificial neural networkComputer architectureElectrical engineeringEngineeringVoltageMaterials scienceArtificial intelligenceNanotechnologyAdvanced Memory and Neural ComputingCybersecurity and Information SystemsNeural Networks Stability and Synchronization
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