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聚酰亚胺衬底上的柔性 Ta/TiO/TaO/Ru 忆阻突触器件。

Flexible Ta/TiO/TaO/Ru memristive synaptic devices on polyimide substrates.

机构信息

Tianjin Key Laboratory of Film Electronic & Communication Devices, School of Electrical and Electronic Engineering, Tianjin University of Technology, No. 391, Bin Shui Xi Dao Road, Xiqing District, Tianjin, 300384, People's Republic of China.

出版信息

Nanotechnology. 2021 May 28;32(33). doi: 10.1088/1361-6528/ac00e0.

Abstract

It is very urgent to build memristive synapses and even wearable devices to simulate the basic functions of biological synapses. The linear conductance modulation is the basis of analog memristor for neuromorphic computing. By optimizing the interface engineering wherein Ta/TiO/TaO/Ru was fabricated, all the memristor devices with different TiOthickness showed electroforming-free property. The short-term and long-term plasticity in both potentiation and depression behaviors can be mimicked when TiOwas fixed at 25 nm. The presented memristive synapses simulated the stable paired-pulse facilitation and spike-timing dependent plasticity performance. The potentiation and depression in linearity and symmetry improved with the TiOthickness increasing, which provides the feasibility for the application of artificial neural network. In addition, the device deposited on polyimide (PI) still exhibits the synaptic performance until the bending radii reaches 6 mm. By carefully tuning the interface engineering, this study can provide general revelation for continuous improvement of the memristive performance in neuromorphic applications.

摘要

构建具有忆阻突触功能甚至可穿戴设备来模拟生物突触的基本功能非常紧迫。线性电导调制是用于神经形态计算的模拟忆阻器的基础。通过优化 Ta/TiO/TaO/Ru 界面工程,所有不同 TiO 厚度的忆阻器均表现出无需电成型的特性。当 TiO 固定在 25nm 时,可以模拟出增强和抑制行为中的短期和长期可塑性。所提出的忆阻突触模拟了稳定的成对脉冲易化和尖峰时间依赖可塑性性能。随着 TiO 厚度的增加,线性和对称性的增强和抑制作用得到改善,这为人工神经网络的应用提供了可行性。此外,沉积在聚酰亚胺(PI)上的器件在弯曲半径达到 6mm 之前仍表现出突触性能。通过仔细调整界面工程,这项研究可以为连续改进神经形态应用中的忆阻性能提供普遍启示。

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