Artificial neurosynaptic device based on amorphous oxides for artificial neural network constructing

Chen, Qiujiang; Yang, Ruqi; Hu, Dunan; Ye, Zhizhen; Lu, Jianguo

doi:10.1039/d4tc01244e

J. Mater. Chem. C

2024

DOI: 10.1039/d4tc01244e

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Artificial neurosynaptic device based on amorphous oxides for artificial neural network constructing

Qiujiang Chen,

Ruqi Yang,

Dunan Hu

et al.

Abstract: An artificial synaptic device based on amorphous oxides is created inspired by biological synapse, and a three-layer artificial neural network is constructed using the data of a LTP-LTD circle.

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2D amorphous solids for sub-nanometer scale devices

Jang,

Kim,

Kim

et al. 2024

Nano Convergence

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Amorphous solids are a type of condensed matter characterized by the absence of long-range order in their lattice structure. However, they still exhibit short- or medium-range order, which contributes to their versatile local and global electronic and chemical properties. Recently, 2D amorphous solids have gained attention for their exceptional mechanical and electronic features, which are unattainable in conventional crystalline materials. This review highlights the physical properties of ultrathin 2D amorphous solids, which are formed through covalent bonding and feature polyhedron structures with shared edges and corners. Two notable examples of 2D amorphous solids include honeycomb-structured nanosheets with mixed hybrid orbitals and layered materials with reduced coordination numbers of the elements. We provide an in-depth discussion of (1) the phase transition between crystalline and amorphous phases in 2D solids, (2) advanced synthetic methods for producing high-quality amorphous films with precise thickness control, and (3) the potential applications of sub-nanometer scale 2D amorphous solids. Lastly, we explore their potential to revolutionize the design of highly versatile electronic devices at sub-nanometer scales. Graphical Abstract

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2D amorphous solids for sub-nanometer scale devices

Jang,

Kim,

Kim

et al. 2024

Nano Convergence

View full text Add to dashboard Cite

show abstract

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Artificial neurosynaptic device based on amorphous oxides for artificial neural network constructing

Abstract: An artificial synaptic device based on amorphous oxides is created inspired by biological synapse, and a three-layer artificial neural network is constructed using the data of a LTP-LTD circle.

Cited by 1 publication

References 60 publications

2D amorphous solids for sub-nanometer scale devices

2D amorphous solids for sub-nanometer scale devices

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