Advances in Emerging Photonic Memristive and Memristive‐Like Devices

神经形态工程学 光子学 计算机科学 纳米技术 记忆电阻器 电子工程 材料科学 人工神经网络 工程类 人工智能 光电子学
作者
Wenxiao Wang,Song Gao,Yaqi Wang,Yang Li,Wenjing Yue,Hongsen Niu,Feifei Yin,Yunjian Guo,Guozhen Shen
出处
期刊:Advanced Science [Wiley]
卷期号:9 (28) 被引量:41
标识
DOI:10.1002/advs.202105577
摘要

Abstract Possessing the merits of high efficiency, low consumption, and versatility, emerging photonic memristive and memristive‐like devices exhibit an attractive future in constructing novel neuromorphic computing and miniaturized bionic electronic system. Recently, the potential of various emerging materials and structures for photonic memristive and memristive‐like devices has attracted tremendous research efforts, generating various novel theories, mechanisms, and applications. Limited by the ambiguity of the mechanism and the reliability of the material, the development and commercialization of such devices are still rare and in their infancy. Therefore, a detailed and systematic review of photonic memristive and memristive‐like devices is needed to further promote its development. In this review, the resistive switching mechanisms of photonic memristive and memristive‐like devices are first elaborated. Then, a systematic investigation of the active materials, which induce a pivotal influence in the overall performance of photonic memristive and memristive‐like devices, is highlighted and evaluated in various indicators. Finally, the recent advanced applications are summarized and discussed. In a word, it is believed that this review provides an extensive impact on many fields of photonic memristive and memristive‐like devices, and lay a foundation for academic research and commercial applications.
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