Memristive Devices and Systems: Modelling, Properties & Applications
This special issue belongs to the section "Computer Science & Engineering".
Special Issue Information
Dear Colleagues,
The memristor is considered to be a promising candidate for next-generation computing systems due to its nonvolatility, high density, low power, nanoscale geometry, nonlinearity, binary/multiple memory capacity, and negative differential resistance. Novel computing architectures/systems based on memristors have shown great potential to replace the traditional von Neumann computing architecture, which faces data movement challenges. With the development of material science, novel preparation and modeling methods for different memristive devices have been put forward recently, which opens up a new path for realizing different computing systems/architectures with practical memristor properties. The purpose of this Special Issue on “Memristive Devices and Systems: Modeling, Properties, and Applications” is to provide a comprehensive overview of key computational primitives enabled by these memory devices as well as their applications, spanning edge computing, signal processing, optimization, machine learning, deep learning, stochastic computing, and so on.
Dr. Chun Sing Lai
Dr. Zhekang Dong
Prof. Dr. Donglian Qi
Guest Editors
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Keywords
- memristive device preparation
- memristive device modeling and analysis
- novel electronic devices that show memristive properties
- novel memristive circuit design solutions for neuromorphic systems
- memristive circuit fault diagnosis and analysis
- memristive systems for different applications (e.g., edge computing, signal processing, optimization, machine learning, deep learning, and stochastic computing)
- nonvolatile memory solutions with computing capabilities
- and memory devices and systems for in-memory computing
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Published Papers
Electronics - ISSN 2079-9292