Real-time study of imaging electron current density on metal filament evolution in SiO2 during in situ TEM
Conductive-bridging random access memory devices are a candidate for artificial synapses for neuromorphic computing. However, there is still an incomplete understanding of the fundamentals of the filament evolution process. In this work, we study the effect of three imaging electron current densitie...
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Veröffentlicht in: | Applied physics letters 2023-05, Vol.122 (21) |
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description | Conductive-bridging random access memory devices are a candidate for artificial synapses for neuromorphic computing. However, there is still an incomplete understanding of the fundamentals of the filament evolution process. In this work, we study the effect of three imaging electron current densities on nanoscale filament dynamics in a model Cu/SiO2/Cu structure during in situ TEM electroforming of the device. We find that the filaments grow from the anode to the cathode in the form of discontinuous precipitates for all the imaging electron current densities. However, increasing the imaging electron current density results in a larger injection of Cu into SiO2. Comparing the results of voltage ramp tests in air, in the TEM vacuum without electron irradiation and, in the TEM vacuum with electron irradiation, we suggest a possible mechanism of filament evolution in vacuum. Specifically, we postulate a vacancy defect generation enabled injection of Cu ions into the dielectric as the mechanism behind filament evolution in vacuum that reconciles differing observations found in the literature. |
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However, there is still an incomplete understanding of the fundamentals of the filament evolution process. In this work, we study the effect of three imaging electron current densities on nanoscale filament dynamics in a model Cu/SiO2/Cu structure during in situ TEM electroforming of the device. We find that the filaments grow from the anode to the cathode in the form of discontinuous precipitates for all the imaging electron current densities. However, increasing the imaging electron current density results in a larger injection of Cu into SiO2. Comparing the results of voltage ramp tests in air, in the TEM vacuum without electron irradiation and, in the TEM vacuum with electron irradiation, we suggest a possible mechanism of filament evolution in vacuum. Specifically, we postulate a vacancy defect generation enabled injection of Cu ions into the dielectric as the mechanism behind filament evolution in vacuum that reconciles differing observations found in the literature.</description><identifier>ISSN: 0003-6951</identifier><identifier>EISSN: 1077-3118</identifier><identifier>DOI: 10.1063/5.0146248</identifier><identifier>CODEN: APPLAB</identifier><language>eng</language><publisher>Melville: American Institute of Physics</publisher><subject>Applied physics ; Cellular precipitates ; Current density ; Electroforming ; Electron irradiation ; Evolution ; Filaments ; Imaging ; Memory devices ; Metal fibers ; Precipitates ; Random access memory ; Silicon dioxide ; Synapses</subject><ispartof>Applied physics letters, 2023-05, Vol.122 (21)</ispartof><rights>Author(s)</rights><rights>2023 Author(s). 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However, there is still an incomplete understanding of the fundamentals of the filament evolution process. In this work, we study the effect of three imaging electron current densities on nanoscale filament dynamics in a model Cu/SiO2/Cu structure during in situ TEM electroforming of the device. We find that the filaments grow from the anode to the cathode in the form of discontinuous precipitates for all the imaging electron current densities. However, increasing the imaging electron current density results in a larger injection of Cu into SiO2. Comparing the results of voltage ramp tests in air, in the TEM vacuum without electron irradiation and, in the TEM vacuum with electron irradiation, we suggest a possible mechanism of filament evolution in vacuum. Specifically, we postulate a vacancy defect generation enabled injection of Cu ions into the dielectric as the mechanism behind filament evolution in vacuum that reconciles differing observations found in the literature.</description><subject>Applied physics</subject><subject>Cellular precipitates</subject><subject>Current density</subject><subject>Electroforming</subject><subject>Electron irradiation</subject><subject>Evolution</subject><subject>Filaments</subject><subject>Imaging</subject><subject>Memory devices</subject><subject>Metal fibers</subject><subject>Precipitates</subject><subject>Random access memory</subject><subject>Silicon dioxide</subject><subject>Synapses</subject><issn>0003-6951</issn><issn>1077-3118</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp9kE9LAzEQxYMoWKsHv0HAk8LWTLKb3T1KaVWoFLSeQ5pNSsr-qUm20G9vlhY9CJ6Gx_vNG-YhdAtkAoSzx2xCIOU0Lc7QCEieJwygOEcjQghLeJnBJbryfhtlRhkboe27lnUSbKOxD311wJ3BtpEb226wrrUKrmux6p3TbcCVbr0NkWlxo4OssbG1bAZH77u6DzYatsUfdklx1bshI8q40uPV7O0aXRhZe31zmmP0OZ-tpi_JYvn8On1aJIqWNCRrQoku8jUlwIrCZJTwFAzjUCrOGU8VKSVVssqNBmCyytagTV5mVDFpeKrZGN0dc3eu--q1D2Lb9a6NJwUtIAcoi5RH6v5IKdd577QROxcfdwcBRAxVikycqozsw5H1ygY5vPkD7zv3C4pdZf6D_yZ_A2MOgYA</recordid><startdate>20230522</startdate><enddate>20230522</enddate><creator>Pandey, Saurabh</creator><creator>Hull, Robert</creator><general>American Institute of Physics</general><scope>AAYXX</scope><scope>CITATION</scope><scope>8FD</scope><scope>H8D</scope><scope>L7M</scope><orcidid>https://orcid.org/0000-0002-3940-7858</orcidid><orcidid>https://orcid.org/0000-0002-4451-8333</orcidid></search><sort><creationdate>20230522</creationdate><title>Real-time study of imaging electron current density on metal filament evolution in SiO2 during in situ TEM</title><author>Pandey, Saurabh ; Hull, Robert</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c292t-b020e87b201388f520641f3619c66364c09a2cad7fe113ad5b1ef7952c3af64e3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Applied physics</topic><topic>Cellular precipitates</topic><topic>Current density</topic><topic>Electroforming</topic><topic>Electron irradiation</topic><topic>Evolution</topic><topic>Filaments</topic><topic>Imaging</topic><topic>Memory devices</topic><topic>Metal fibers</topic><topic>Precipitates</topic><topic>Random access memory</topic><topic>Silicon dioxide</topic><topic>Synapses</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Pandey, Saurabh</creatorcontrib><creatorcontrib>Hull, Robert</creatorcontrib><collection>CrossRef</collection><collection>Technology Research Database</collection><collection>Aerospace Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Applied physics letters</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Pandey, Saurabh</au><au>Hull, Robert</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Real-time study of imaging electron current density on metal filament evolution in SiO2 during in situ TEM</atitle><jtitle>Applied physics letters</jtitle><date>2023-05-22</date><risdate>2023</risdate><volume>122</volume><issue>21</issue><issn>0003-6951</issn><eissn>1077-3118</eissn><coden>APPLAB</coden><abstract>Conductive-bridging random access memory devices are a candidate for artificial synapses for neuromorphic computing. However, there is still an incomplete understanding of the fundamentals of the filament evolution process. In this work, we study the effect of three imaging electron current densities on nanoscale filament dynamics in a model Cu/SiO2/Cu structure during in situ TEM electroforming of the device. We find that the filaments grow from the anode to the cathode in the form of discontinuous precipitates for all the imaging electron current densities. However, increasing the imaging electron current density results in a larger injection of Cu into SiO2. Comparing the results of voltage ramp tests in air, in the TEM vacuum without electron irradiation and, in the TEM vacuum with electron irradiation, we suggest a possible mechanism of filament evolution in vacuum. 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subjects | Applied physics Cellular precipitates Current density Electroforming Electron irradiation Evolution Filaments Imaging Memory devices Metal fibers Precipitates Random access memory Silicon dioxide Synapses |
title | Real-time study of imaging electron current density on metal filament evolution in SiO2 during in situ TEM |
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