用于非易失性人工突触的离子间互斥控制

IF 18.5 1区 材料科学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Donghwa Lee, Minhui Kim, Seonhye Park, Seonggyu Lee, Junho Sung, Seokkyu Kim, Joonhee Kang, Eunho Lee
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引用次数: 0

摘要

有机电化学晶体管(OECTs)是人工突触的理想候选材料,可实现高性能的突触特性。虽然大多数研究都集中于改变有机半导体的特性以实现高效离子掺杂,但对离子介导机制与突触性能之间的关系却缺乏系统的研究。本研究提出了一种利用不同库仑阴离子加强电化学掺杂和去掺杂的有效策略。研究结果表明,沟道层中的掺杂离子会影响离子间的相互作用,通过改善突触器件的掺杂性能来影响非挥发性效应。此外,电化学分析表明,沟道层中的离子是按顺序去掺杂的,从而实现了高线性度和对称性。通过有效的电化学掺杂和去掺杂,制造出的器件显示出高性能的突触特性,包括峰值电流保留时间≈102 秒,峰值电流保留率≈50%,以及接近理想的长期电位/长期抑制(LTP/LTD)。这些结果表明,控制有机半导体的特性和电解质中的离子相互作用对 OECTs 至关重要,从而为神经形态计算开辟了各种应用领域。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Inter-Ion Mutual Repulsion Control for Nonvolatile Artificial Synapse

Inter-Ion Mutual Repulsion Control for Nonvolatile Artificial Synapse
Organic electrochemical transistors (OECTs) are promising candidates for artificial synapses to achieve high-performance synaptic characteristics. While most research has focused on modifying the properties of organic semiconductors for efficient ion doping, there is a lack of systematic investigation into the relationship between ion-mediated mechanisms and synaptic performance. In this study, an effective strategy for enhancing electrochemical doping and de-doping by utilizing different coulombic anions is proposed. The findings reveal that doped ions in the channel layer affect inter-ion interactions, influencing the non-volatile effects by improving the doping performance of the synaptic device. Moreover, electrochemical analysis indicates that ions in the channel layer are sequentially de-doped, enabling high linearity and symmetry. The fabricated devices demonstrate high-performance synaptic properties including a retention time of ≈102 s with ≈50% retention over peak current and near-ideal long-term potentiation/long-term depression (LTP/LTD) through effective electrochemical doping and de-doping. These results show that controlling both the properties of organic semiconductors and ion interactions in the electrolyte is crucial for OECTs, opening up various applications for neuromorphic computing.
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来源期刊
Advanced Functional Materials
Advanced Functional Materials 工程技术-材料科学:综合
CiteScore
29.50
自引率
4.20%
发文量
2086
审稿时长
2.1 months
期刊介绍: Firmly established as a top-tier materials science journal, Advanced Functional Materials reports breakthrough research in all aspects of materials science, including nanotechnology, chemistry, physics, and biology every week. Advanced Functional Materials is known for its rapid and fair peer review, quality content, and high impact, making it the first choice of the international materials science community.
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