基于鸡蛋蛋白-金纳米颗粒复合材料的人工突触记忆电阻器

IF 5.8 2区 材料科学 Q2 CHEMISTRY, PHYSICAL
Lu Wang, Tianyu Yang, Yuehang Ju, Chunhao Li, Yuhang Tian
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引用次数: 0

摘要

记忆电阻器由于其集成存储功能而被认为是解决当前冯诺依曼瓶颈的有利候选器件,而生物电阻器由于其环境友好性、生物可降解性和生物相容性而在类脑计算中具有独特的优势。具有突触可塑性的忆阻器可以参与神经形态计算系统的构建。在这里,我们将鸡蛋蛋白作为活性层加入到金纳米颗粒纳米复合材料中,制备了柔性和刚性生物电阻器。该器件具有多电平存储能力和优异的双极开关特性,包括高开关电流比和保持时间,以及稳定的阈值电压分布。该装置可实现脑突触增强与抑制、兴奋性突触后电流、成对脉冲促进、短期可塑性向长期可塑性转化、spike-rate依赖性可塑性、spike-时序依赖性可塑性、学习-遗忘-再学习等行为。由氧空位组成的电子跳跃路径的形成和断裂是导致忆阻器双极电阻开关行为的主要原因。金纳米粒子在有源层中起到俘获中心的作用,其库仑阻塞效应增加了器件的开关电流比。低成本、生物友好的蛋蛋白有源层、灵活的结构和丰富的突触可塑性使忆阻器在神经形态计算、非易失性存储和逻辑电路等领域具有巨大的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Artificial Synaptic Memristors Based on Egg Albumen-Gold Nanoparticle Nanocomposites

Artificial Synaptic Memristors Based on Egg Albumen-Gold Nanoparticle Nanocomposites
Memristors are considered favorable candidate devices for solving the current von Neumann bottleneck due to their integrated storage function, while biomemristors have a unique advantage in brain-like computing due to their environmental friendliness, biodegradability and biocompatibility. Memristors with synaptic plasticity can participate in the construction of neuromorphic computing systems. Here, we fabricated flexible and rigid biomemristors by incorporating egg albumen into gold nanoparticle nanocomposites as active layers. The device exhibited multilevel memory capabilities and excellent bipolar switching characteristics, including high switching-current ratio and retention time, and a stable threshold voltage distribution. The device can achieve brain synaptic potentiation and depression, excitatory postsynaptic current, paired-pulse facilitation, short-term plasticity conversion to long-term plasticity, spike-rate-dependent plasticity, spike-timing-dependent plasticity, learning-forgetting-relearning and other behaviors. The formation and breakage of electron hopping paths composed of oxygen vacancies are the main reasons for the bipolar resistive switching behavior of the memristor. Au NPs act as trapping centers in the active layer, and their Coulomb blocking effect increases the switching current ratio of the device. The low-cost, biofriendly egg-albumen-based active layer, flexible structure, and rich synaptic plasticity endow the memristor with great potential in the fields of neuromorphic computing, nonvolatile storage, and logic circuits.
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来源期刊
Journal of Alloys and Compounds
Journal of Alloys and Compounds 工程技术-材料科学:综合
CiteScore
11.10
自引率
14.50%
发文量
5146
审稿时长
67 days
期刊介绍: The Journal of Alloys and Compounds is intended to serve as an international medium for the publication of work on solid materials comprising compounds as well as alloys. Its great strength lies in the diversity of discipline which it encompasses, drawing together results from materials science, solid-state chemistry and physics.
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