神经形态工程学
光电探测器
光探测
光电子学
计算机科学
材料科学
可扩展性
光电二极管
人工神经网络
人工智能
数据库
作者
Na Li,Congli He,Qinqin Wang,Jianshi Tang,Qingtian Zhang,Cheng Shen,Jian Tang,Heyi Huang,Shuopei Wang,Jiawei Li,Biying Huang,Zheng Wei,Yutuo Guo,Jiahao Yuan,Wei Yang,Rong Yang,Dongxia Shi,Guangyu Zhang
出处
期刊:Nano Research
[Springer Science+Business Media]
日期:2022-02-21
卷期号:15 (6): 5418-5424
被引量:110
标识
DOI:10.1007/s12274-022-4122-z
摘要
Photodetectors and optoelectronic synapses are vital for construction of artificial visual perception system. However, the hardware implementations of optoelectronic-neuromorphic devices based on conventional architecture usually suffer from poor scalability, light response range, and limited functionalities. Here, large-scale flexible monolayer MoS2 devices integrating photodetectors and optoelectronic synapses over the entire visible spectrum in one device have been realized, which can be used in photodetection, optical communication, artificial visual perception system, and optical artificial neural network. By modulating gate voltages, we enable MoS2-based devices to be photodetectors and also optoelectronic synapses. Importantly, the MoS2-based optoelectronic synapses could implement many synaptic functions and neuromorphic characteristics, such as short-term memory (STM), long-term memory (LTM), paired-pulse facilitation (PPF), long-term potentiation (LTP)/long-term depression (LTD), and “learning-experience” behavior. Furthermore, an associative learning behavior (the classical conditioning Pavlov’s dog experiment) was emulated using paired stimulation of optical and voltage pulses. These results facilitate the development of MoS2-based multifunctional optoelectronic devices with a simple device structure, showing great potential for photodetection, optoelectronic neuromorphic computing, human visual systems mimicking, as well as wearable and implantable electronics.
科研通智能强力驱动
Strongly Powered by AbleSci AI