Memristors based on 2D materials as an artificial synapse for neuromorphic electronics

W Huh, D Lee, CH Lee - Advanced materials, 2020 - Wiley Online Library
The memristor, a composite word of memory and resistor, has become one of the most
important electronic components for brain‐inspired neuromorphic computing in recent years …

Memory materials and devices: From concept to application

Z Zhang, Z Wang, T Shi, C Bi, F Rao, Y Cai, Q Liu… - InfoMat, 2020 - Wiley Online Library
Memory cells have always been an important element of information technology. With
emerging technologies like big data and cloud computing, the scale and complexity of data …

Photo-induced non-volatile VO2 phase transition for neuromorphic ultraviolet sensors

G Li, D Xie, H Zhong, Z Zhang, X Fu, Q Zhou… - Nature …, 2022 - nature.com
In the quest for emerging in-sensor computing, materials that respond to optical stimuli in
conjunction with non-volatile phase transition are highly desired for realizing bioinspired …

A neuromorphic physiological signal processing system based on VO2 memristor for next-generation human-machine interface

R Yuan, PJ Tiw, L Cai, Z Yang, C Liu, T Zhang… - Nature …, 2023 - nature.com
Physiological signal processing plays a key role in next-generation human-machine
interfaces as physiological signals provide rich cognition-and health-related information …

Spatiotemporal characterization of the field-induced insulator-to-metal transition

J Del Valle, NM Vargas, R Rocco, P Salev, Y Kalcheim… - Science, 2021 - science.org
Many correlated systems feature an insulator-to-metal transition that can be triggered by an
electric field. Although it is known that metallization takes place through filament formation …

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 …

Vanadium dioxide: The multistimuli responsive material and its applications

Y Ke, S Wang, G Liu, M Li, TJ White, Y Long - Small, 2018 - Wiley Online Library
The reversible, ultrafast, and multistimuli responsive phase transition of vanadium dioxide
(VO2) makes it an intriguing “smart” material. Its crystallographic transition from the …

Harnessing the Metal–Insulator Transition of VO2 in Neuromorphic Computing

P Schofield, A Bradicich, RM Gurrola… - Advanced …, 2023 - Wiley Online Library
Future‐generation neuromorphic computing seeks to overcome the limitations of von
Neumann architectures by colocating logic and memory functions, thereby emulating the …

Quantum imaging of the reconfigurable VO2 synaptic electronics for neuromorphic computing

C Feng, BW Li, Y Dong, XD Chen, Y Zheng… - Science …, 2023 - science.org
Neuromorphic computing has shown remarkable capabilities in silicon-based artificial
intelligence, which can be optimized by using Mott materials for functional synaptic …

Electrically driven tunable broadband polarization states via active metasurfaces based on joule‐heat‐induced phase transition of vanadium dioxide

FZ Shu, JN Wang, RW Peng, B Xiong… - Laser & Photonics …, 2021 - Wiley Online Library
Broadband tuning of polarization states is pivotal yet challenging in modern photonics
technologies, especially for miniaturized or integrated systems. Metasurfaces potentially …