Emerging MXene-Based Memristors for In-Memory, Neuromorphic Computing, and Logic Operation

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

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Author(s)

Detail(s)

Original languageEnglish
Article number2208320
Journal / PublicationAdvanced Functional Materials
Volume33
Issue number1
Online published14 Nov 2022
Publication statusPublished - 3 Jan 2023

Abstract

Confronted by the difficulties of the von Neumann bottleneck and memory wall, traditional computing systems are gradually inadequate for satisfying the demands of future data-intensive computing applications. Recently, memristors have emerged as promising candidates for advanced in-memory and neuromorphic computing, which pave one way for breaking through the dilemma of current computing architecture. Till now, varieties of functional materials have been developed for constructing high-performance memristors. Herein, the review focuses on the emerging 2D MXene materials-based memristors. First, the mainstream synthetic strategies and characterization methods of MXenes are introduced. Second, the different types of MXene-based memristive materials and their widely adopted switching mechanisms are overviewed. Third, the recent progress of MXene-based memristors for data storage, artificial synapses, neuromorphic computing, and logic circuits is comprehensively summarized. Finally, the challenges, development trends, and perspectives are discussed, aiming to provide guidelines for the preparation of novel MXene-based memristors and more engaging information technology applications.

Research Area(s)

  • 2D materials, data storage, logic operation, memristors, MXenes, neuromorphic computing

Citation Format(s)

Emerging MXene-Based Memristors for In-Memory, Neuromorphic Computing, and Logic Operation. / Ling, Songtao; Zhang, Cheng; Ma, Chunlan et al.
In: Advanced Functional Materials, Vol. 33, No. 1, 2208320, 03.01.2023.

Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review