记忆电阻器
神经形态工程学
材料科学
钙钛矿(结构)
光电子学
突触
热传导
神经促进
突触可塑性
计算机科学
电气工程
化学
神经科学
人工神经网络
复合材料
生物
工程类
生物化学
受体
机器学习
结晶学
作者
Bon‐Cheol Ku,Bonkee Koo,A.S. Sokolov,Min Jae Ko,Changhwan Choi
标识
DOI:10.1016/j.jallcom.2020.155064
摘要
Organic–inorganic hybrid perovskite (CH3NH3)PbX3 [X = I−, Cl−, and Br−] materials were evaluated with memristors for resistive switching (RS) and synaptic functionalities. Analog or multilevel memory behaviors, as well as digital RS characteristics of the Ag/MAPbI3/FTO device structure, were observed in the case of CH3NH3PbI3, whereas (CH3NH3)PbCl3 and (CH3NH3)PbBr3 showed no switching characteristics. The conduction mechanism of RS was dominated by ohmic conduction, space-charge-limited conduction (SCLC), and trap-filled SCLC in both the low-resistance state and the high-resistance state. It is considered that the formation of the β-AgI phase at the interface between Ag and MAPbI3 thin films resulted in different RS and synaptic function behaviors. We successfully emulated the fundamental synaptic characteristics with only a Ag/MAPbI3/FTO memristor, such as the spike-rate-dependent plasticity, paired-pulse facilitation, post-tetanic potentiation, transition from short-term memory to long-term memory, and spike-timing dependent plasticity. The energy consumption of the MAPbI3-based memristor was estimated to be as low as 47 fJ/μm2. Our results indicate that organic–inorganic hybrid perovskite (CH3NH3)PbI3 can be adopted in brain-inspired synaptic devices for hardware-based neuromorphic system applications.
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