2D heterostructures for ubiquitous electronics and optoelectronics: principles, opportunities, and challenges

PV Pham, SC Bodepudi, K Shehzad, Y Liu, Y Xu… - Chemical …, 2022 - ACS Publications
A grand family of two-dimensional (2D) materials and their heterostructures have been
discovered through the extensive experimental and theoretical efforts of chemists, material …

Bioinspired interactive neuromorphic devices

J Yu, Y Wang, S Qin, G Gao, C Xu, ZL Wang, Q Sun - Materials Today, 2022 - Elsevier
The performance of conventional computer based on von Neumann architecture is limited
due to the physical separation of memory and processor. By synergistically integrating …

Bioinspired mechano-photonic artificial synapse based on graphene/MoS2 heterostructure

J Yu, X Yang, G Gao, Y Xiong, Y Wang, J Han… - Science …, 2021 - science.org
Developing multifunctional and diversified artificial neural systems to integrate multimodal
plasticity, memory, and supervised learning functions is an important task toward the …

A comprehensive review on emerging artificial neuromorphic devices

J Zhu, T Zhang, Y Yang, R Huang - Applied Physics Reviews, 2020 - pubs.aip.org
The rapid development of information technology has led to urgent requirements for high
efficiency and ultralow power consumption. In the past few decades, neuromorphic …

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 …

Recent advances in transistor‐based artificial synapses

S Dai, Y Zhao, Y Wang, J Zhang, L Fang… - Advanced Functional …, 2019 - Wiley Online Library
Simulating biological synapses with electronic devices is a re‐emerging field of research. It
is widely recognized as the first step in hardware building brain‐like computers and artificial …

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 …

Optoelectronic synaptic devices for neuromorphic computing

Y Wang, L Yin, W Huang, Y Li, S Huang… - Advanced Intelligent …, 2021 - Wiley Online Library
Neuromorphic computing can potentially solve the von Neumann bottleneck of current
mainstream computing because it excels at self‐adaptive learning and highly parallel …

Multiwavelength optoelectronic synapse with 2D materials for mixed-color pattern recognition

MM Islam, A Krishnaprasad, D Dev… - ACS …, 2022 - ACS Publications
Neuromorphic visual systems emulating biological retina functionalities have enormous
potential for in-sensor computing, with prospects of making artificial intelligence ubiquitous …