Luo Xiliang, Ming Jianyu, Gao Jincheng, Zhuang Jingwen, Fu Jingwei, Ren Zihan, Ling Haifeng, Xie Linghai
State Key Laboratory of Organic Electronics and Information Displays and Institute of Advanced Materials (IAM), Nanjing University of Posts and Telecommunications, Nanjing, China.
Front Neurosci. 2022 Sep 8;16:1016026. doi: 10.3389/fnins.2022.1016026. eCollection 2022.
Organic synaptic memristors are of considerable interest owing to their attractive characteristics and potential applications to flexible neuromorphic electronics. In this work, an organic type-II heterojunction consisting of poly(3,4-ethylenedioxythiophene): polystyrene sulfonate (PEDOT:PSS) and pentacene was adopted for low-voltage and flexible memristors. The conjugated polymer PEDOT:PSS serves as the flexible resistive switching (RS) layer, while the thin pentacene layer plays the role of barrier adjustment. This heterojunction enabled the memristor device to be triggered with low-energy RS operations ( < ± 1.0 V and < 9.0 μA), and simultaneously providing high mechanical bending stability (bending radius of ≈2.5 mm, bending times = 1,000). Various synaptic properties have been successfully mimicked. Moreover, the memristors presented good potentiation/depression stability with a low cycle-to-cycle variation (CCV) of less than 8%. The artificial neural network consisting of this flexible memristor exhibited a high accuracy of 89.0% for the learning with MNIST data sets, even after 1,000 tests of 2.5% stress-strain. This study paves the way for developing low-power and flexible synaptic devices utilizing organic heterojunctions.
有机突触忆阻器因其具有吸引力的特性以及在柔性神经形态电子学中的潜在应用而备受关注。在这项工作中,一种由聚(3,4 - 乙撑二氧噻吩):聚苯乙烯磺酸盐(PEDOT:PSS)和并五苯组成的有机II型异质结被用于制造低压和柔性忆阻器。共轭聚合物PEDOT:PSS用作柔性电阻开关(RS)层,而薄的并五苯层起到势垒调节的作用。这种异质结使得忆阻器器件能够通过低能量的RS操作(<±1.0 V且<9.0 μA)触发,同时具有高机械弯曲稳定性(弯曲半径约为2.5 mm,弯曲次数 = 1000次)。成功模拟了各种突触特性。此外,忆阻器表现出良好的增强/抑制稳定性,循环到循环变化(CCV)低至小于8%。由这种柔性忆阻器组成的人工神经网络在对MNIST数据集进行学习时,即使经过1000次2.5%应力 - 应变测试后,仍具有89.0%的高精度。这项研究为利用有机异质结开发低功耗和柔性突触器件铺平了道路。