材料科学
光电流
突触可塑性
光电效应
神经促进
钙钛矿(结构)
光电子学
神经形态工程学
神经科学
可塑性
计算机科学
人工神经网络
生物
人工智能
化学
生物化学
结晶学
复合材料
受体
作者
Yilin Sun,Qian Liu,Dan Xie,Yuxuan Lin,Mengxing Sun,Weiwei Li,Liming Ding,Tian‐Ling Ren,Tomás Palacios
标识
DOI:10.1002/adfm.201902538
摘要
Abstract Recently, several light‐stimulated artificial synaptic devices have been proposed to mimic photonic synaptic plasticity for neuromorphic computing. Here, the photoelectric synaptic plasticity based on 2D lead‐free perovskite ((PEA) 2 SnI 4 ) is demonstrated. The devices show a photocurrent activation in response to a light stimulus in a neuron‐like way and exhibit several essential synaptic functions such as short‐term plasticity (STP) and long‐term plasticity (LTP) as well as their transmission based on spike frequency control. The strength of synaptic connectivity can be effectively modulated by the duration, irradiance, and wavelength of light spikes. The ternary structure of (PEA) 2 SnI 4 causes it to possess varied photoelectric properties by composition control, which enhances the complexity and freedoms required by neuromorphic computing. The physical mechanisms of the memory effect are attributed to two distinct lifetimes of photogenerated carrier trapping/detrapping processes modulated by controlling the proportion of Sn vacancies. This work demonstrates the great potential of (PEA) 2 SnI 4 as a platform to develop future multifunctional artificial neuromorphic systems.
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