人工神经网络
计算机科学
模式识别(心理学)
人工智能
作者
Marina Sparvoli,J.F.D. Chubaci,F. Jorge,Daniel Gonçalves Fidelis,Gilson S. Goveia,Tiago Fiorini da Silva,C. L. Rodrigues,Antônio G. Ferreira,Ronaldo Domingues Mansano,Jaime A. Freitas
标识
DOI:10.1002/pssb.202400484
摘要
Gallium oxide (Ga 2 O 3 ), a transparent semiconductor material with wide bandgap between 4.5 and 4.9 eV, has attracted increasing interest lately due to multifunctionality. In this work, Ga 2 O 3 films are deposited by ion‐beam‐assisted deposition method on p‐type silicon at ≈800 °C. Films deposited at lower temperatures predominantly have β‐phase structure, while those deposited at higher temperatures have dominant ε‐phase structure. Memristors testing devices are fabricated by depositing aluminum contacts over the Ga 2 O 3 surface and the back surface of the substrate. In the Rutherford backscattering structural analysis, it is indicated that there is aluminum diffusion from the top contact into the film. The current–voltage measurement of the isolated device provides key information for understanding the memristor operation, revealing its bipolar characteristic and responsiveness to visible‐light soaking. The resistive switching behavior involving filament formation due to oxygen vacancies is discussed; however, since there is a light response, the most plausible explanation for the resistive switching is the trapping/detrapping mechanism. In the proposed neuromorphic circuit measurement, it is aimed to use a circuit that emulates a neuronal membrane and study the behavior of memristors response to light stimulus. This approach proves to be an excellent tool for observing action potentials, which mimic human vision.
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