Abstract

Resistive random access memory (RRAM), which is considered as one of the most promising next-generation non-volatile memory (NVM) devices and a representative of memristor technologies, demonstrated great potential in acting as an artificial synapse in the industry of neuromorphic systems and artificial intelligence (AI), due its advantages such as fast operation speed, low power consumption, and high device density. Graphene and related materials (GRMs), especially graphene oxide (GO), acting as active materials for RRAM devices, are considered as a promising alternative to other materials including metal oxides and perovskite materials. Herein, an overview of GRM-based RRAM devices is provided, with discussion about the properties of GRMs, main operation mechanisms for resistive switching (RS) behavior, figure of merit (FoM) summary, and prospect extension of GRM-based RRAM devices. With excellent physical and chemical advantages like intrinsic Young’s modulus (1.0 TPa), good tensile strength (130 GPa), excellent carrier mobility (2.0 × 105 cm2∙V−1∙s−1), and high thermal (5000 Wm−1∙K−1) and superior electrical conductivity (1.0 × 106 S∙m−1), GRMs can act as electrodes and resistive switching media in RRAM devices. In addition, the GRM-based interface between electrode and dielectric can have an effect on atomic diffusion limitation in dielectric and surface effect suppression. Immense amounts of concrete research indicate that GRMs might play a significant role in promoting the large-scale commercialization possibility of RRAM devices.

Highlights

  • With the popularization of information technologies, digital problems with increasing amounts of data are receiving considerable attention in the industry

  • Another resistive random access memory (RRAM) device based on an Al/reduced GO (rGO)/ITO/flexible substrate with a combination of Au nanoparticles (Au NPs) and polyvinyl alcohol (PVA) was reported by Midya et al The Au/rGO/PVA dielectric layer was fabricated with a solution-processed method

  • We briefly reviewed recent advances in graphene-based materials used in non-volatile memory (NVM) devices

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Summary

Introduction

With the popularization of information technologies, digital problems with increasing amounts of data are receiving considerable attention in the industry. The high mobility of graphene may contribute to faster operation speeds and lower operation times for NVM devices; the atomically thick structure of graphene can be helpful to realize the compact integration density of single devices; the solution-processable compatibility of graphene improves the successful probability of flexible memory devices with lower cost and a simpler fabrication method Based on these considerations, GRM application for NVM devices with properties of higher density, faster operation speed, and lower energy consumption is receiving increasing interest. These results suggest the great potential of GRMs in the NVM industry

Synthesis Technologies of Graphene-Based Materials
Synthesis Methods Materials
Memory Devices and Memristors Based on Graphene-Based Materials
Operation Speed
Reliability
Power Consumption
Scalability
Memristor
RRAM Device Characteristics
Metal Filament-Based Switching Mechanism
Fabrication Method of RS Layer
Conclusions
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