Advances of RRAM devices: Resistive switching mechanisms, materials and bionic synaptic application

Z Shen, C Zhao, Y Qi, W Xu, Y Liu, IZ Mitrovic, L Yang… - Nanomaterials, 2020 - mdpi.com
Resistive random access memory (RRAM) devices are receiving increasing extensive
attention due to their enhanced properties such as fast operation speed, simple device …

Nanomaterials for flexible neuromorphics

G Ding, H Li, JY Zhao, K Zhou, Y Zhai, Z Lv… - Chemical …, 2024 - ACS Publications
The quest to imbue machines with intelligence akin to that of humans, through the
development of adaptable neuromorphic devices and the creation of artificial neural …

A Review of Graphene‐Based Memristive Neuromorphic Devices and Circuits

B Walters, MV Jacob, A Amirsoleimani… - Advanced Intelligent …, 2023 - Wiley Online Library
As data processing volume increases, the limitations of traditional computers and the need
for more efficient computing methods become evident. Neuromorphic computing mimics the …

Transition of short-term to long-term memory of Cu/TaOx/CNT conductive bridge random access memory for neuromorphic engineering

J Kim, JH Choi, S Kim, C Choi, S Kim - Carbon, 2023 - Elsevier
This work presents the resistive switching characteristics of the TaO x-based conductive-
bridge random-access memory (CBRAM) for neuromorphic engineering. Controlling the Cu …

Graphene and MXene Based Free‐Standing Carbon Memristors for Flexible 2D Memory Applications

S Fatima, X Bin, MA Mohammad… - Advanced Electronic …, 2022 - Wiley Online Library
Abstract 2D carbon materials are examined extensively by virtue of having functional‐
groups richness and adaptable interlayer spacing with exquisite electrochemical …

Review of electrochemically synthesized resistive switching devices: memory storage, neuromorphic computing, and sensing applications

SS Kundale, GU Kamble, PP Patil, SL Patil, KA Rokade… - Nanomaterials, 2023 - mdpi.com
Resistive-switching-based memory devices meet most of the requirements for use in next-
generation information and communication technology applications, including standalone …

Thermal management in neuromorphic materials, devices, and networks

F Torres, AC Basaran, IK Schuller - Advanced Materials, 2023 - Wiley Online Library
Abstract Machine learning has experienced unprecedented growth in recent years, often
referred to as an “artificial intelligence revolution.” Biological systems inspire the …

Resistive switching properties in memristors for optoelectronic synaptic memristors: deposition techniques, key performance parameters, and applications

R Khan, NU Rehman, S Iqbal, S Abdullaev… - ACS Applied …, 2023 - ACS Publications
Due to the fast evolution of information technology, high-speed and scalable memory
devices are being investigated for data storage and data-driven computation. Resistive …

Emerging optical in‐memory computing sensor synapses based on low‐dimensional nanomaterials for neuromorphic networks

Z Shen, C Zhao, L Kang, Y Sun, Y Liu… - Advanced Intelligent …, 2022 - Wiley Online Library
Emerging optical synapses with in‐memory computing sensor (IMCS) performance are
considered to be one of the most effective candidates to circumvent the bottleneck of the …

Resistive Switching Behavior Employing the Ipomoea carnea Plant for Biodegradable Rewritable Read-Only Memory Applications

FY Rahman, R Deb, S Sarkar, H Banik… - ACS Applied …, 2023 - ACS Publications
Development of biocompatible and biodegradable information storage could be one of the
major strides toward the advancement of the next-generation eco-friendly electronics …