A comprehensive review on emerging artificial neuromorphic devices

J Zhu, T Zhang, Y Yang, R Huang - Applied Physics Reviews, 2020 - pubs.aip.org
The rapid development of information technology has led to urgent requirements for high
efficiency and ultralow power consumption. In the past few decades, neuromorphic …

Decade of 2D-materials-based RRAM devices: a review

MM Rehman, HMMU Rehman, JZ Gul… - … and technology of …, 2020 - Taylor & Francis
Two dimensional (2D) materials have offered unique electrical, chemical, mechanical and
physical properties over the past decade owing to their ultrathin, flexible, and multilayer …

Graphene/MoS2−xOx/graphene photomemristor with tunable non-volatile responsivities for neuromorphic vision processing

X Fu, T Li, B Cai, J Miao, GN Panin, X Ma… - Light: Science & …, 2023 - nature.com
Conventional artificial intelligence (AI) machine vision technology, based on the von
Neumann architecture, uses separate sensing, computing, and storage units to process …

Tantalum pentoxide (Ta2O5 and Ta2O5-x)-based memristor for photonic in-memory computing application

W Wang, F Yin, H Niu, Y Li, ES Kim, NY Kim - Nano Energy, 2023 - Elsevier
Photonic in-memory computing exhibits promising potential to address the inherent
limitations of traditional von Neumann architecture. In this study, we demonstrate a tantalum …

Multilevel resistive switching memristor based on silk fibroin/graphene oxide with image reconstruction functionality

S Liu, Y Cheng, F Han, S Fan, Y Zhang - Chemical Engineering Journal, 2023 - Elsevier
Multilevel storage memristors have great potential for use in neuromorphic computing, high-
density storage, and the creation of artificial synapses. In this work, we report a multilevel …

The strategies of filament control for improving the resistive switching performance

T Li, H Yu, SHY Chen, Y Zhou, ST Han - Journal of Materials Chemistry …, 2020 - pubs.rsc.org
With the rapid application of artificial intelligence in daily life and work, the traditional von
Neumann architecture device faces the limitation of scalability and high energy …

Solution-processed memristors: performance and reliability

S Pazos, X Xu, T Guo, K Zhu, HN Alshareef… - Nature Reviews …, 2024 - nature.com
Memristive devices are gaining importance in the semiconductor industry for applications in
information storage, artificial intelligence cryptography and telecommunication. Memristive …

Circuit‐level memory technologies and applications based on 2D materials

J Ma, H Liu, N Yang, J Zou, S Lin, Y Zhang… - Advanced …, 2022 - Wiley Online Library
Memory technologies and applications implemented fully or partially using emerging 2D
materials have attracted increasing interest in the research community in recent years. Their …

Oxygen Vacancy Transition in HfOx‐Based Flexible, Robust, and Synaptic Bi‐Layer Memristor for Neuromorphic and Wearable Applications

A Saleem, D Kumar, A Singh… - Advanced Materials …, 2022 - Wiley Online Library
In this work, a reliable bilayer flexible memristor is demonstrated using TaOx/HfOx Bi‐layer
(BL) to mimic synaptic characteristics by using oxygen concentration engineering in the …

Emerging of two-dimensional materials in novel memristor

Z Zhou, F Yang, S Wang, L Wang, X Wang, C Wang… - Frontiers of …, 2022 - Springer
The rapid development of big-data analytics (BDA), internet of things (IoT) and artificial
intelligent Technology (AI) demand outstanding electronic devices and systems with faster …