Recent advances and future prospects for memristive materials, devices, and systems

MK Song, JH Kang, X Zhang, W Ji, A Ascoli… - ACS …, 2023 - ACS Publications
Memristive technology has been rapidly emerging as a potential alternative to traditional
CMOS technology, which is facing fundamental limitations in its development. Since oxide …

The future of memristors: Materials engineering and neural networks

K Sun, J Chen, X Yan - Advanced Functional Materials, 2021 - Wiley Online Library
Abstract From Deep Blue to AlphaGo, artificial intelligence and machine learning are
booming, and neural networks have become the hot research direction. However, due to the …

Challenges in materials and devices for resistive-switching-based neuromorphic computing

J Del Valle, JG Ramírez, MJ Rozenberg… - Journal of Applied …, 2018 - pubs.aip.org
This tutorial describes challenges and possible avenues for the implementation of the
components of a solid-state system, which emulates a biological brain. The tutorial is …

Memristors for energy‐efficient new computing paradigms

DS Jeong, KM Kim, S Kim, BJ Choi… - Advanced Electronic …, 2016 - Wiley Online Library
In this Review, memristors are examined from the frameworks of both von Neumann and
neuromorphic computing architectures. For the former, a new logic computational process …

In-memory learning with analog resistive switching memory: A review and perspective

Y Xi, B Gao, J Tang, A Chen, MF Chang… - Proceedings of the …, 2020 - ieeexplore.ieee.org
In this article, we review the existing analog resistive switching memory (RSM) devices and
their hardware technologies for in-memory learning, as well as their challenges and …

[HTML][HTML] From biomaterial-based data storage to bio-inspired artificial synapse

Z Lv, Y Zhou, ST Han, VAL Roy - Materials today, 2018 - Elsevier
The implementation of biocompatible and biodegradable information storage would be a
significant step toward next-generation green electronics. On the other hand, benefiting from …

Binary metal oxide-based resistive switching memory devices: A status review

AR Patil, TD Dongale, RK Kamat, KY Rajpure - Materials Today …, 2023 - Elsevier
Semiconductor memories are essential ingredients of modern electronic devices. Resistive
Random-Access Memories (RRAMs) have emerged as better alternatives for conventional …

Nanoionics‐enabled memristive devices: strategies and materials for neuromorphic applications

Z Wang, L Wang, M Nagai, L Xie, M Yi… - Advanced Electronic …, 2017 - Wiley Online Library
Memristors have been intensively studied in recent years as potential building blocks for the
construction of versatile neuromorphic architectures. The prevalent developments focus on …

On‐demand reconfiguration of nanomaterials: when electronics meets ionics

J Lee, WD Lu - Advanced Materials, 2018 - Wiley Online Library
Rapid advances in the semiconductor industry, driven largely by device scaling, are now
approaching fundamental physical limits and face severe power, performance, and cost …

Synaptic metaplasticity realized in oxide memristive devices.

ZH Tan, R Yang, K Terabe, XB Yin… - … (Deerfield Beach, Fla.), 2015 - europepmc.org
Metaplasticity, a higher order of synaptic plasticity, as well as a key issue in neuroscience, is
realized with artificial synapses based on a WO3 thin film, and the activity-dependent …