{"title":"关于 h-BN 电阻开关时序响应的研究","authors":"Mirembe Musisi-Nkambwe, Sahra Afshari, Jing Xie, Hailey Warner, Ivan Sanchez Esqueda","doi":"10.1002/aelm.202400022","DOIUrl":null,"url":null,"abstract":"<p>Previous work that studied hexagonal boron nitride (h-BN) memristor DC resistive-switching characteristics is extended to include an experimental understanding of their dynamic behavior upon programming or synaptic weight update. The focus is on the temporal resistive switching response to driving stimulus (programming voltage pulses) effecting conductance updates during training in neural network crossbar implementations. Test arrays are fabricated at the wafer level, enabled by the transfer of CVD-grown few-layer (8 layer) or multi-layer (18 layer) h-BN films. A comprehensive study of their temporal response under various conditions–voltage pulse amplitude, edge rate (pulse rise/fall times), and temperature–provides new insights into the resistive switching process toward optimized devices and improvements in their implementation of artificial neural networks. The h-BN memristors can achieve multi-state operation through ultrafast pulsed switching (< 25 ns) with high energy efficiency (≈10 pJ pulse<sup>−1</sup>).</p>","PeriodicalId":110,"journal":{"name":"Advanced Electronic Materials","volume":"10 9","pages":""},"PeriodicalIF":5.3000,"publicationDate":"2024-06-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/aelm.202400022","citationCount":"0","resultStr":"{\"title\":\"A Study on h-BN Resistive Switching Temporal Response\",\"authors\":\"Mirembe Musisi-Nkambwe, Sahra Afshari, Jing Xie, Hailey Warner, Ivan Sanchez Esqueda\",\"doi\":\"10.1002/aelm.202400022\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Previous work that studied hexagonal boron nitride (h-BN) memristor DC resistive-switching characteristics is extended to include an experimental understanding of their dynamic behavior upon programming or synaptic weight update. The focus is on the temporal resistive switching response to driving stimulus (programming voltage pulses) effecting conductance updates during training in neural network crossbar implementations. Test arrays are fabricated at the wafer level, enabled by the transfer of CVD-grown few-layer (8 layer) or multi-layer (18 layer) h-BN films. A comprehensive study of their temporal response under various conditions–voltage pulse amplitude, edge rate (pulse rise/fall times), and temperature–provides new insights into the resistive switching process toward optimized devices and improvements in their implementation of artificial neural networks. The h-BN memristors can achieve multi-state operation through ultrafast pulsed switching (< 25 ns) with high energy efficiency (≈10 pJ pulse<sup>−1</sup>).</p>\",\"PeriodicalId\":110,\"journal\":{\"name\":\"Advanced Electronic Materials\",\"volume\":\"10 9\",\"pages\":\"\"},\"PeriodicalIF\":5.3000,\"publicationDate\":\"2024-06-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://onlinelibrary.wiley.com/doi/epdf/10.1002/aelm.202400022\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Advanced Electronic Materials\",\"FirstCategoryId\":\"88\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/aelm.202400022\",\"RegionNum\":2,\"RegionCategory\":\"材料科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"MATERIALS SCIENCE, MULTIDISCIPLINARY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Advanced Electronic Materials","FirstCategoryId":"88","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/aelm.202400022","RegionNum":2,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"MATERIALS SCIENCE, MULTIDISCIPLINARY","Score":null,"Total":0}
A Study on h-BN Resistive Switching Temporal Response
Previous work that studied hexagonal boron nitride (h-BN) memristor DC resistive-switching characteristics is extended to include an experimental understanding of their dynamic behavior upon programming or synaptic weight update. The focus is on the temporal resistive switching response to driving stimulus (programming voltage pulses) effecting conductance updates during training in neural network crossbar implementations. Test arrays are fabricated at the wafer level, enabled by the transfer of CVD-grown few-layer (8 layer) or multi-layer (18 layer) h-BN films. A comprehensive study of their temporal response under various conditions–voltage pulse amplitude, edge rate (pulse rise/fall times), and temperature–provides new insights into the resistive switching process toward optimized devices and improvements in their implementation of artificial neural networks. The h-BN memristors can achieve multi-state operation through ultrafast pulsed switching (< 25 ns) with high energy efficiency (≈10 pJ pulse−1).
期刊介绍:
Advanced Electronic Materials is an interdisciplinary forum for peer-reviewed, high-quality, high-impact research in the fields of materials science, physics, and engineering of electronic and magnetic materials. It includes research on physics and physical properties of electronic and magnetic materials, spintronics, electronics, device physics and engineering, micro- and nano-electromechanical systems, and organic electronics, in addition to fundamental research.