A review of memristor: material and structure design, device performance, applications and prospects

Y Xiao, B Jiang, Z Zhang, S Ke, Y Jin… - … and Technology of …, 2023 - Taylor & Francis
With the booming growth of artificial intelligence (AI), the traditional von Neumann
computing architecture based on complementary metal oxide semiconductor devices are …

Artificial neuronal devices based on emerging materials: neuronal dynamics and applications

H Liu, Y Qin, HY Chen, J Wu, J Ma, Z Du… - Advanced …, 2023 - Wiley Online Library
Artificial neuronal devices are critical building blocks of neuromorphic computing systems
and currently the subject of intense research motivated by application needs from new …

Generative complex networks within a dynamic memristor with intrinsic variability

Y Guo, W Duan, X Liu, X Wang, L Wang… - Nature …, 2023 - nature.com
Artificial neural networks (ANNs) have gained considerable momentum in the past decade.
Although at first the main task of the ANN paradigm was to tune the connection weights in …

Tunable stochastic memristors for energy-efficient encryption and computing

KS Woo, J Han, S Yi, L Thomas, H Park… - Nature …, 2024 - nature.com
Abstract Information security and computing, two critical technological challenges for post-
digital computation, pose opposing requirements–security (encryption) requires a source of …

Stochastic switching and analog-state programmable memristor and its utilization for homomorphic encryption hardware

WH Cheong, JH In, JB Jeon, G Kim, KM Kim - Nature Communications, 2024 - nature.com
Homomorphic encryption performs computations on encrypted data without decrypting,
thereby eliminating security issues during the data communication between clouds and …

Uncertainty quantification via a memristor Bayesian deep neural network for risk-sensitive reinforcement learning

Y Lin, Q Zhang, B Gao, J Tang, P Yao, C Li… - Nature Machine …, 2023 - nature.com
Many advanced artificial intelligence tasks, such as policy optimization, decision making and
autonomous navigation, demand high-bandwidth data transfer and probabilistic computing …

Metasurface enabled on‐chip generation and manipulation of vector beams from vertical cavity surface‐emitting lasers

P Fu, PN Ni, B Wu, XZ Pei, QH Wang… - Advanced …, 2023 - Wiley Online Library
Metasurface polarization optics that consist of 2D array of birefringent nano‐antennas have
proven remarkable capabilities to generate and manipulate vectorial fields with …

A unified PUF and TRNG design based on 40-nm RRAM with high entropy and robustness for IoT security

B Gao, B Lin, X Li, J Tang, H Qian… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Physically unclonable function (PUF) and true random number generator (TRNG) are the
indispensable primitives for the Internet-of-Things (IoT) security. In this article, a highly …

Bi2O2Se-Based True Random Number Generator for Security Applications

B Liu, YF Chang, J Li, X Liu, LA Wang, D Verma… - ACS …, 2022 - ACS Publications
The fast development of the Internet of things (IoT) promises to deliver convenience to
human life. However, a huge amount of the data is constantly generated, transmitted …

True random number generation using the spin crossover in LaCoO3

KS Woo, A Zhang, A Arabelo, TD Brown, M Park… - Nature …, 2024 - nature.com
While digital computers rely on software-generated pseudo-random number generators,
hardware-based true random number generators (TRNGs), which employ the natural …