Ying-Jie Ma, Song Sun, Lin Zhu, Chang Liu, Furui Teng, Liling Fu, Xinxin Wang, Jin-Yang Wei, Di Wu, Ai-Dong Li
{"title":"一种基于有机-无机杂化超薄膜的多功能挥发性忆阻器,用于人工伤害感受器和边缘/库计算。","authors":"Ying-Jie Ma, Song Sun, Lin Zhu, Chang Liu, Furui Teng, Liling Fu, Xinxin Wang, Jin-Yang Wei, Di Wu, Ai-Dong Li","doi":"10.1021/acsami.5c15142","DOIUrl":null,"url":null,"abstract":"<p><p>It is a challenge to endow intelligent robots with damage perception and forecast temporal data using nonvolatile memristor devices; however, volatile memristors can circumvent this issue owing to their unique ability of efficient encoding information and oblivion feature. At present, the emerging study mainly concentrates on inorganic volatile memristive materials. Herein, a multifunctional volatile memristor based on organic-inorganic hybrid ultrathin thin films has been developed for artificial nociceptor and edge/reservoir computing, which consists of a functional layer of 6 nm thick titanium-based maleic acid (Ti-MA) and 4 nm thick Al<sub>2</sub>O<sub>3</sub> prepared by molecular/atomic layer deposition (MLD/ALD). The ultrathin bilayer memristor of TiN/Ti-MA/Al<sub>2</sub>O<sub>3</sub>/Pt (TTAP) contributes to the precise tuning of the gradient distribution of oxygen vacancies, ensuring excellent reproducibility, endurance, and consistency of the memristor with a lower set/reset energy consumption. The volatility nature of the TTAP device originates from the natural diffusion of oxygen vacancies in the absence of external voltage. A series of important biosynaptic functions have been emulated in a single TTAP device. The multifunctional applications, including biological nociceptor, edge computing and reservoir computing, Pavlovian conditioning, and pattern recognition, are demonstrated in volatile organic-inorganic hybrid devices, showcasing exceptional capacity to process data. This work opens an avenue for MLD/ALD organic-inorganic hybrid volatile memristor applications in brain-inspired neuromorphic computing and artificial intelligence based on the versatility and multifunctionality of the TTAP memristor.</p>","PeriodicalId":5,"journal":{"name":"ACS Applied Materials & Interfaces","volume":" ","pages":""},"PeriodicalIF":8.2000,"publicationDate":"2025-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A Multifunctional Volatile Memristor Based on Organic-Inorganic Hybrid Ultrathin Films for Artificial Nociceptor and Edge/Reservoir Computing.\",\"authors\":\"Ying-Jie Ma, Song Sun, Lin Zhu, Chang Liu, Furui Teng, Liling Fu, Xinxin Wang, Jin-Yang Wei, Di Wu, Ai-Dong Li\",\"doi\":\"10.1021/acsami.5c15142\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>It is a challenge to endow intelligent robots with damage perception and forecast temporal data using nonvolatile memristor devices; however, volatile memristors can circumvent this issue owing to their unique ability of efficient encoding information and oblivion feature. At present, the emerging study mainly concentrates on inorganic volatile memristive materials. Herein, a multifunctional volatile memristor based on organic-inorganic hybrid ultrathin thin films has been developed for artificial nociceptor and edge/reservoir computing, which consists of a functional layer of 6 nm thick titanium-based maleic acid (Ti-MA) and 4 nm thick Al<sub>2</sub>O<sub>3</sub> prepared by molecular/atomic layer deposition (MLD/ALD). The ultrathin bilayer memristor of TiN/Ti-MA/Al<sub>2</sub>O<sub>3</sub>/Pt (TTAP) contributes to the precise tuning of the gradient distribution of oxygen vacancies, ensuring excellent reproducibility, endurance, and consistency of the memristor with a lower set/reset energy consumption. The volatility nature of the TTAP device originates from the natural diffusion of oxygen vacancies in the absence of external voltage. A series of important biosynaptic functions have been emulated in a single TTAP device. The multifunctional applications, including biological nociceptor, edge computing and reservoir computing, Pavlovian conditioning, and pattern recognition, are demonstrated in volatile organic-inorganic hybrid devices, showcasing exceptional capacity to process data. This work opens an avenue for MLD/ALD organic-inorganic hybrid volatile memristor applications in brain-inspired neuromorphic computing and artificial intelligence based on the versatility and multifunctionality of the TTAP memristor.</p>\",\"PeriodicalId\":5,\"journal\":{\"name\":\"ACS Applied Materials & Interfaces\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":8.2000,\"publicationDate\":\"2025-09-25\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ACS Applied Materials & Interfaces\",\"FirstCategoryId\":\"88\",\"ListUrlMain\":\"https://doi.org/10.1021/acsami.5c15142\",\"RegionNum\":2,\"RegionCategory\":\"材料科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MATERIALS SCIENCE, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Materials & Interfaces","FirstCategoryId":"88","ListUrlMain":"https://doi.org/10.1021/acsami.5c15142","RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MATERIALS SCIENCE, MULTIDISCIPLINARY","Score":null,"Total":0}
A Multifunctional Volatile Memristor Based on Organic-Inorganic Hybrid Ultrathin Films for Artificial Nociceptor and Edge/Reservoir Computing.
It is a challenge to endow intelligent robots with damage perception and forecast temporal data using nonvolatile memristor devices; however, volatile memristors can circumvent this issue owing to their unique ability of efficient encoding information and oblivion feature. At present, the emerging study mainly concentrates on inorganic volatile memristive materials. Herein, a multifunctional volatile memristor based on organic-inorganic hybrid ultrathin thin films has been developed for artificial nociceptor and edge/reservoir computing, which consists of a functional layer of 6 nm thick titanium-based maleic acid (Ti-MA) and 4 nm thick Al2O3 prepared by molecular/atomic layer deposition (MLD/ALD). The ultrathin bilayer memristor of TiN/Ti-MA/Al2O3/Pt (TTAP) contributes to the precise tuning of the gradient distribution of oxygen vacancies, ensuring excellent reproducibility, endurance, and consistency of the memristor with a lower set/reset energy consumption. The volatility nature of the TTAP device originates from the natural diffusion of oxygen vacancies in the absence of external voltage. A series of important biosynaptic functions have been emulated in a single TTAP device. The multifunctional applications, including biological nociceptor, edge computing and reservoir computing, Pavlovian conditioning, and pattern recognition, are demonstrated in volatile organic-inorganic hybrid devices, showcasing exceptional capacity to process data. This work opens an avenue for MLD/ALD organic-inorganic hybrid volatile memristor applications in brain-inspired neuromorphic computing and artificial intelligence based on the versatility and multifunctionality of the TTAP memristor.
期刊介绍:
ACS Applied Materials & Interfaces is a leading interdisciplinary journal that brings together chemists, engineers, physicists, and biologists to explore the development and utilization of newly-discovered materials and interfacial processes for specific applications. Our journal has experienced remarkable growth since its establishment in 2009, both in terms of the number of articles published and the impact of the research showcased. We are proud to foster a truly global community, with the majority of published articles originating from outside the United States, reflecting the rapid growth of applied research worldwide.