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Retina-Inspired Organic Heterojunction-Based Optoelectronic Synapses for Artificial Visual Systems

机译:视网膜启发的有机异质结基用于人工视觉系统的光电突触

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摘要

For the realization of retina-inspired neuromorphic visual systems which simulate basic functions of human visual systems, optoelectronic synapses capable of combining perceiving, processing, and memorizing in a single device have attracted immense interests. Here, optoelectronic synaptic transistors based on tris(2-phenylpyridine) iridium (Ir(ppy)3) and poly(3,3-didodecylquarterthiophene) (PQT-12) heterojunction structure are presented. The organic heterojunction serves as a basis for distinctive synaptic characteristics under different wavelengths of light. Furthermore, synaptic transistor arrays are fabricated to demonstrate their optical perception efficiency and color recognition capability under multiple illuminating conditions. The wavelength-tunability of synaptic behaviors further enables the mimicry of mood-modulated visual learning and memorizing processes of humans. More significantly, the computational dynamics of neurons of synaptic outputs including associated learning and optical logic functions can be successfully demonstrated on the presented devices. This work may locate the stage for future studies on optoelectronic synaptic devices toward the implementation of artificial visual systems.
机译:为了实现视网膜激发的神经形态视觉系统,该系统模拟人类视觉系统的基本功能,能够组合感知,加工和记忆在单个设备中的光电突触引起了巨大的兴趣。这里,提出了基于Tris(2-苯基吡啶)铱(IR(PPY)3)和聚(3,3-丁二癸基丙烯烯)(PQT-12)异质结结构的光电突触晶体管。有机异质结用作不同波长在不同波长下的独特突触特性的基础。此外,制造突触晶体管阵列以在多个照明条件下展示它们的光学感知效率和颜色识别能力。突触行为的波长可调性进一步实现了人类的情绪调制的视觉学习和记忆过程的模拟。更重要的是,可以在所提出的设备上成功演示包括相关学习和光学逻辑功能的突触输出神经元的计算动态。这项工作可以找到未来研究光电突触装置对人工视觉系统的研究的阶段。

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