Artificial neuron devices

K He, C Wang, Y He, J Su, X Chen - Chemical Reviews, 2023 - ACS Publications
Efforts to design devices emulating complex cognitive abilities and response processes of
biological systems have long been a coveted goal. Recent advancements in flexible …

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 …

Flexible, Transparent, and Wafer‐Scale Artificial Synapse Array Based on TiOx/Ti3C2Tx Film for Neuromorphic Computing

J Huang, S Yang, X Tang, L Yang, W Chen… - Advanced …, 2023 - Wiley Online Library
A high‐density neuromorphic computing memristor array based on 2D materials paves the
way for next‐generation information‐processing components and in‐memory computing …

Squeeze-printing ultrathin 2D gallium oxide out of liquid metal for forming-free neuromorphic memristors

Y Xu, J Zhang, X Han, X Wang, C Ye… - … Applied Materials & …, 2023 - ACS Publications
Two-dimensional (2D) metal oxides exhibit extraordinary mechanical and electronic
properties, leading to new paradigms in the design of electronic and optical systems …

Emerging higher-order memristors for bio-realistic neuromorphic computing: A review

R Chaurasiya, LC Shih, KT Chen, JS Chen - Materials Today, 2023 - Elsevier
Memristor devices offer an alternative route to transistor scaling and the exponential growth
of computational resources. Numerous memristors have the potential to be used in …

Reliable Memristor Crossbar Array Based on 2D Layered Nickel Phosphorus Trisulfide for Energy‐Efficient Neuromorphic Hardware

Z Weng, H Zheng, L Li, W Lei, H Jiang, KW Ang, Z Zhao - Small, 2024 - Wiley Online Library
Designing reliable and energy‐efficient memristors for artificial synaptic arrays in
neuromorphic computing beyond von Neumann architecture remains a challenge. Here …

Harnessing a WO x-based flexible transparent memristor synapse with a hafnium oxide layer for neuromorphic computing

D Panda, YF Hui, TY Tseng - Nanoscale, 2024 - pubs.rsc.org
Transparent memristor-based neuromorphic synapses are expected to be specialised
devices for high-speed information transmission and processing. The synaptic linearity and …

High‐Performance Memristors Based on Few‐Layer Manganese Phosphorus Trisulfide for Neuromorphic Computing

Z Weng, H Zheng, W Lei, H Jiang… - Advanced Functional …, 2024 - Wiley Online Library
While transition‐metal thiophosphate (MPX3) materials have been a subject of extensive
research in recent years, experimental studies on MPX3‐based memristors are still in their …

Recent trends in neuromorphic systems for non-von Neumann in materia computing and cognitive functionalities

I Mondal, R Attri, TS Rao, B Yadav… - Applied Physics …, 2024 - pubs.aip.org
In the era of artificial intelligence and smart automated systems, the quest for efficient data
processing has driven exploration into neuromorphic systems, aiming to replicate brain …

Crystallinity‐Controlled Hexagonal Boron Nitride‐Based Memristors for Fully Integrated Reservoir Computing Processors

W Ahn, S Lee, J Oh, H Lee, SY Choi - Advanced Materials, 2025 - Wiley Online Library
Memristors based on 2D materials (2DMs) have attracted considerable research interest
due to their excellent switching performance. Former synthesis methods for 2DMs aimed to …