材料科学
光电子学
响应度
神经形态工程学
光电探测器
晶体管
光电二极管
脉搏(音乐)
电压
探测器
电气工程
计算机科学
人工神经网络
电信
机器学习
工程类
作者
Taebin Lim,Jiseob Lee,Dong Yeon Woo,Joon Young Kwak,Jin Jang
标识
DOI:10.1002/smtd.202300251
摘要
Abstract A multifunctional optoelectronic device implementing photodetector, photosynapse, and photomemory is of increasing attention for neuromorphic system. This enables multiple devices to be replaced with a single device, which simplifies the structure of complex, highly integrated electronics. Here, a multifunctional c ‐axis‐aligned crystalline indium gallium tin oxide thin‐film transistor (TFT) optoelectronic device is demonstrated. The photodetecting and photosynaptic behaviors could be demonstrated by tuning of gate pulse. The device shows a high responsivity of 1.1 × 10 6 A W −1 to blue light (467 nm) and cutoff frequency ( f −3dB ) of 2400 Hz exhibiting high frequency switching using a gate reset pulse. It is possible to implement photosynaptic behavior using persistent photoconductivity effect by applying a gate bias to make the TFT depletion mode. When potentiation and depression of synaptic weight are implemented with light pulse and gate voltage pulse, respectively, 64‐state potentiation‐depression curves are demonstrated with excellent nonlinearity of 1.13 and 2.03, respectively. When an artificial neural network is constructed with this device for the Modified National Institute of Standards and Technology training pattern recognition simulation, it shows a high pattern recognition accuracy of 90.4%.
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