Issue 4, 2024

Organic iontronic memristors for artificial synapses and bionic neuromorphic computing

Abstract

To tackle the current crisis of Moore's law, a sophisticated strategy entails the development of multistable memristors, bionic artificial synapses, logic circuits and brain-inspired neuromorphic computing. In comparison with conventional electronic systems, iontronic memristors offer greater potential for the manifestation of artificial intelligence and brain–machine interaction. Organic iontronic memristive materials (OIMs), which possess an organic backbone and exhibit stoichiometric ionic states, have emerged as pivotal contenders for the realization of high-performance bionic iontronic memristors. In this review, a comprehensive analysis of the progress and prospects of OIMs is presented, encompassing their inherent advantages, diverse types, synthesis methodologies, and wide-ranging applications in memristive devices. Predictably, the field of OIMs, as a rapidly developing research subject, presents an exciting opportunity for the development of highly efficient neuro-iontronic systems in areas such as in-sensor computing devices, artificial synapses, and human perception.

Graphical abstract: Organic iontronic memristors for artificial synapses and bionic neuromorphic computing

Article information

Article type
Review Article
Submitted
28 Nov 2023
Accepted
14 Dec 2023
First published
15 Dec 2023

Nanoscale, 2024,16, 1471-1489

Organic iontronic memristors for artificial synapses and bionic neuromorphic computing

Y. Xia, C. Zhang, Z. Xu, S. Lu, X. Cheng, S. Wei, J. Yuan, Y. Sun and Y. Li, Nanoscale, 2024, 16, 1471 DOI: 10.1039/D3NR06057H

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