Synaptic devices based neuromorphic computing applications in artificial intelligence

B Sun, T Guo, G Zhou, S Ranjan, Y Jiao, L Wei… - Materials Today …, 2021 - Elsevier
Synaptic devices, including synaptic memristor and synaptic transistor, are emerging
nanoelectronic devices, which are expected to subvert traditional data storage and …

Memristor modeling: challenges in theories, simulations, and device variability

L Gao, Q Ren, J Sun, ST Han, Y Zhou - Journal of Materials Chemistry …, 2021 - pubs.rsc.org
This article presents a review of the current development and challenges in memristor
modeling. We review the mechanisms of memristive devices based on various …

In‐sensor computing: materials, devices, and integration technologies

T Wan, B Shao, S Ma, Y Zhou, Q Li… - Advanced materials, 2023 - Wiley Online Library
The number of sensor nodes in the Internet of Things is growing rapidly, leading to a large
volume of data generated at sensory terminals. Frequent data transfer between the sensors …

Large-scale and flexible optical synapses for neuromorphic computing and integrated visible information sensing memory processing

YX Hou, Y Li, ZC Zhang, JQ Li, DH Qi, XD Chen… - ACS …, 2020 - ACS Publications
Optoelectronic synapses integrating synaptic and optical-sensing functions exhibit large
advantages in neuromorphic computing for visual information processing and complex …

Plasmonic optoelectronic memristor enabling fully light‐modulated synaptic plasticity for neuromorphic vision

X Shan, C Zhao, X Wang, Z Wang, S Fu… - Advanced …, 2022 - Wiley Online Library
Exploration of optoelectronic memristors with the capability to combine sensing and
processing functions is required to promote development of efficient neuromorphic vision. In …

Light‐stimulated synaptic transistor with high PPF feature for artificial visual perception system application

C Han, X Han, J Han, M He, S Peng… - Advanced Functional …, 2022 - Wiley Online Library
Optoelectronic synaptic devices, which combine the functions of photosensitivity and
information processing, are essential for the development of artificial visual perception …

Fully light‐controlled memory and neuromorphic computation in layered black phosphorus

T Ahmed, M Tahir, MX Low, Y Ren… - Advanced …, 2021 - Wiley Online Library
Imprinting vision as memory is a core attribute of human cognitive learning. Fundamental to
artificial intelligence systems are bioinspired neuromorphic vision components for the visible …

Progress of materials and devices for neuromorphic vision sensors

SW Cho, C Jo, YH Kim, SK Park - Nano-Micro Letters, 2022 - Springer
The latest developments in bio-inspired neuromorphic vision sensors can be summarized in
3 keywords: smaller, faster, and smarter.(1) Smaller: Devices are becoming more compact …

Semiconductor quantum dots for memories and neuromorphic computing systems

Z Lv, Y Wang, J Chen, J Wang, Y Zhou… - Chemical reviews, 2020 - ACS Publications
The continued growth in the demand of data storage and processing has spurred the
development of high-performance storage technologies and brain-inspired neuromorphic …

Artificial Optoelectronic Synapses Based on TiNxO2–x/MoS2 Heterojunction for Neuromorphic Computing and Visual System

W Wang, S Gao, Y Li, W Yue, H Kan… - Advanced Functional …, 2021 - Wiley Online Library
Being capable of dealing with both electrical signals and light, artificial optoelectronic
synapses are of great importance for neuromorphic computing and are receiving a …