CAS Key Laboratory of Magnetic Materials and Devices , Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences , Ningbo , Zhejiang 315201 , China.
Zhejiang Province Key Laboratory of Magnetic Materials and Application Technology , Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences , Ningbo , Zhejiang 315201 , China.
ACS Nano. 2019 Feb 26;13(2):2634-2642. doi: 10.1021/acsnano.9b00340. Epub 2019 Feb 12.
The rapid development of artificial intelligence techniques and future advanced robot systems sparks emergent demand on the accurate perception and understanding of the external environments via visual sensing systems that can co-locate the self-adaptive detecting, processing, and memorizing of optical signals. In this contribution, a simple indium-tin oxide/Nb-doped SrTiO (ITO/Nb:SrTiO) heterojunction artificial optoelectronic synapse is proposed and demonstrated. Through the light and electric field co-modulation of the Schottky barrier profile at the ITO/Nb:SrTiO interface, the oxide heterojunction device can respond to the entire visible light region in a neuromorphic manner, allowing synaptic paired-pulse facilitation, short/long-term memory, and "learning-experience" behavior for optical information manipulation. More importantly, the photoplasticity of the artificial synapse has been modulated by heterosynaptic means with a sub-1 V external voltage, not only enabling an optoelectronic analog of the mechanical aperture device showing adaptive and stable optical perception capability under different illuminating conditions but also making the artificial synapse suitable for the mimicry of interest-modulated human visual memories.
人工智 能技术和未来先进机器人系统的快速发展,对能够自适应检测、处理和存储光学信号的视觉传感系统对外界环境的精确感知和理解提出了新的需求。在本工作中,提出并展示了一种简单的氧化铟锡/铌掺杂钛酸锶(ITO/Nb:SrTiO)异质结人工光电突触。通过 ITO/Nb:SrTiO 界面肖特基势垒轮廓的光和电场的协同调制,氧化物异质结器件可以以类神经的方式响应整个可见光区域,从而实现突触对脉冲易化、短/长时记忆和“学习-体验”行为,以实现对光学信息的处理。更重要的是,通过亚 1 V 的外部电压进行异突触调制,实现了人工突触的光塑性,这不仅使机械孔径器件具有光电模拟功能,在不同光照条件下表现出自适应和稳定的光学感知能力,而且使人工突触能够模拟具有兴趣调制的人类视觉记忆。