Memristive Ion Dynamics to Enable Biorealistic Computing

R Zhao, SJ Kim, Y Xu, J Zhao, T Wang, R Midya… - Chemical …, 2024 - ACS Publications
Conventional artificial intelligence (AI) systems are facing bottlenecks due to the
fundamental mismatches between AI models, which rely on parallel, in-memory, and …

Advances in Emerging Photonic Memristive and Memristive‐Like Devices

W Wang, S Gao, Y Wang, Y Li, W Yue, H Niu… - Advanced …, 2022 - Wiley Online Library
Possessing the merits of high efficiency, low consumption, and versatility, emerging photonic
memristive and memristive‐like devices exhibit an attractive future in constructing novel …

In‐Memory Computing using Memristor Arrays with Ultrathin 2D PdSeOx/PdSe2 Heterostructure

Y Li, S Chen, Z Yu, S Li, Y **ong, ME Pam… - Advanced …, 2022 - Wiley Online Library
In‐memory computing based on memristor arrays holds promise to address the speed and
energy issues of the classical von Neumann computing system. However, the stochasticity of …

Sparse matrix multiplication in a record-low power self-rectifying memristor array for scientific computing

J Li, S Ren, Y Li, L Yang, Y Yu, R Ni, H Zhou, H Bao… - Science …, 2023 - science.org
Memristor-enabled in-memory computing provides an unconventional computing paradigm
to surpass the energy efficiency of von Neumann computers. Owing to the limitation of the …

Purely self-rectifying memristor-based passive crossbar array for artificial neural network accelerators

K Jeon, JJ Ryu, S Im, HK Seo, T Eom, H Ju… - Nature …, 2024 - nature.com
Memristor-integrated passive crossbar arrays (CAs) could potentially accelerate neural
network (NN) computations, but studies on these devices are limited to software-based …

Reliable memristor based on ultrathin native silicon oxide

Z Ma, J Ge, W Chen, X Cao, S Diao… - ACS Applied Materials …, 2022 - ACS Publications
Memristors based on two-dimensional (2D) materials can exhibit great scalability and
ultralow power consumption, yet the structural and thickness inhomogeneity of ultrathin …

4‐bit Multilevel Operation in Overshoot Suppressed Al2O3/TiOx Resistive Random‐Access Memory Crossbar Array

S Kim, J Park, TH Kim, K Hong, Y Hwang… - Advanced Intelligent …, 2022 - Wiley Online Library
To apply resistive random‐access memory (RRAM) to the neuromorphic system and
improve performance, each cell in the array should be able to operate independently by …

Unidirectional Neuromorphic Resistive Memory Integrated with Piezoelectric Nanogenerator for Self‐Power Electronics

MU Khan, Y Abbas, M Rezeq… - Advanced Functional …, 2024 - Wiley Online Library
This study presents a method to enhance data processing by integrating a unidirectional
analogue artificial neuromorphic memristor device with a piezoelectric nanogenerator …

Sodium‐doped titania self‐rectifying memristors for crossbar array neuromorphic architectures

SE Kim, JG Lee, L Ling, SE Liu, HK Lim… - Advanced …, 2022 - Wiley Online Library
Memristors integrated into a crossbar‐array architecture (CAA) are promising candidates for
nonvolatile memory elements in artificial neural networks. However, the relatively low …

Scalable Layer‐Controlled Oxidation of Bi2O2Se for Self‐Rectifying Memristor Arrays With sub‐pA Sneak Currents

Y Zhao, Z Lou, J Hu, Z Li, L Xu, Z Chen, Z Xu… - Advanced …, 2024 - Wiley Online Library
Smart memristors with innovative properties are crucial for the advancement of next‐
generation information storage and bioinspired neuromorphic computing. However, the …