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通过基于小分子的反双极性垂直电化学晶体管实现三元逻辑电路与神经网络集成

Ternary Logic Circuit and Neural Network Integration via Small Molecule-Based Antiambipolar Vertical Electrochemical Transistor.

作者信息

Deng Ziyi, Yu Yaping, Zhou Yixin, Zhou Jinhao, Xie Miao, Tao Baining, Lai Yueping, Wen Jinjie, Fan Zefeng, Liu Xiangjun, Zhao Dan, Feng Liang-Wen, Cheng Yuhua, Huang Cheng-Geng, Yue Wan, Huang Wei

机构信息

School of Automation Engineering, University of Electronic Science and Technology of China (UESTC), Chengdu, 611700, China.

State Key Laboratory of Optoelectronic Materials and Technologies Key Laboratory for Polymeric Composite and Functional Materials of Ministry of Education, Guangzhou Key Laboratory of Flexible Electronic Materials and Wearable Devices, School of Materials and Engineering, Sun Yat-Sen University, Guangzhou, 510275, China.

出版信息

Adv Mater. 2024 Oct;36(41):e2405115. doi: 10.1002/adma.202405115. Epub 2024 Aug 13.

Abstract

Circuits based on organic electrochemical transistors (OECTs) have great potential in the fields of biosensors and artificial neural computation due to their biocompatibility and neural similarity. However, the integration of OECT-based circuits lags far behind other emerging electronics. Here, ternary inverters based on antiambipolar vertical OECTs (vOECTs) and their integration with the establishment of neural networks are demonstrated. Specifically, by adopting a small molecule (t-gdiPDI) as the channel of vOECT, high antiambipolar performance, with current density of 33.9 ± 2.1 A cm under drain voltage of 0.1 V, peak voltage ≈0 V, low driving voltage < ± 0.6 V, and current on/off ratio > 10, are realized. Consequently, vertically stacked ternary circuits based solely on OECTs are constructed for the first time, showing three distinct logical states and high integration density. By further developing inverter array as the internal fundamental units of ternary weight network hardware circuits for ternary processing and computation, it demonstrates excellent data classification and recognition capabilities. This work demonstrates the possibility of constructing multi-valued logic circuits by OECTs and promotes a new strategy for high-density integration and multivalued computing systems based on organic circuits.

摘要

基于有机电化学晶体管(OECT)的电路因其生物相容性和神经相似性,在生物传感器和人工神经计算领域具有巨大潜力。然而,基于OECT的电路集成远远落后于其他新兴电子产品。在此,展示了基于反双极性垂直OECT(vOECT)的三元逆变器及其与神经网络建立的集成。具体而言,通过采用小分子(t-gdiPDI)作为vOECT的沟道,实现了高反双极性性能,在0.1 V漏极电压下电流密度为33.9±2.1 A/cm,峰值电压≈0 V,低驱动电压<±0.6 V,电流开/关比>10。因此,首次构建了仅基于OECT的垂直堆叠三元电路,显示出三种不同的逻辑状态和高集成密度。通过进一步将逆变器阵列发展为用于三元处理和计算的三元权重网络硬件电路的内部基本单元,它展示了出色的数据分类和识别能力。这项工作证明了通过OECT构建多值逻辑电路的可能性,并推动了基于有机电路的高密度集成和多值计算系统的新策略。

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