From fundamentals to frontiers: a review of memristor mechanisms, modeling and emerging applications

P Thakkar, J Gosai, HJ Gogoi, A Solanki - Journal of Materials …, 2024 - pubs.rsc.org
The escalating demand for artificial intelligence (AI), the internet of things (IoTs), and energy-
efficient high-volume data processing has brought the need for innovative solutions to the …

Physics, Structures, and Applications of Fluorite‐Structured Ferroelectric Tunnel Junctions

J Hwang, Y Goh, S Jeon - Small, 2024 - Wiley Online Library
The interest in ferroelectric tunnel junctions (FTJ) has been revitalized by the discovery of
ferroelectricity in fluorite‐structured oxides such as HfO2 and ZrO2. In terms of thickness …

Silicon‐Compatible Ferroelectric Tunnel Junctions with a SiO2/Hf0.5Zr0.5O2 Composite Barrier as Low‐Voltage and Ultra‐High‐Speed Memristors

H Wang, Z Guan, J Li, Z Luo, X Du, Z Wang… - Advanced …, 2024 - Wiley Online Library
The big data era requires ultrafast, low‐power, and silicon‐compatible materials and
devices for information storage and processing. Here, ferroelectric tunnel junctions (FTJs) …

Effect of cycling on ultra-thin HfZrO4, ferroelectric synaptic weights

L Bégon-Lours, M Halter, M Sousa… - Neuromorphic …, 2022 - iopscience.iop.org
Two-terminal ferroelectric synaptic weights are fabricated on silicon. The active layers
consist of a 2 nm thick WO x film and a 2.7 nm thick HfZrO 4 (HZO) film grown by atomic layer …

Ferroelectric Tunnel Junction Memristors for In‐Memory Computing Accelerators

R Athle, M Borg - Advanced Intelligent Systems, 2024 - Wiley Online Library
Neuromorphic computing has seen great interest as leaps in artificial intelligence (AI)
applications have exposed limitations due to heavy memory access, with the von Neumann …

Back‐End‐of‐Line Integration of Synaptic Weights using HfO2/ZrO2 Nanolaminates

L Bégon‐Lours, S Slesazeck… - Advanced Electronic …, 2024 - Wiley Online Library
In artificial neural networks, the “synaptic weights” connecting the neurons are adjusted
during the training. Beyond silicon, functionalizing the back‐end‐of‐line (BEOL) of CMOS …