Mechanism and Impact of Bipolar Current Voltage Asymmetry in Computational Phase-Change Memory

© 2022 Wiley-VCH GmbH.

Bibliographische Detailangaben
Veröffentlicht in:Advanced materials (Deerfield Beach, Fla.). - 1998. - 35(2023), 37 vom: 13. Sept., Seite e2201238
1. Verfasser: Sarwat, Syed Ghazi (VerfasserIn)
Weitere Verfasser: Le Gallo, Manuel, Bruce, Robert L, Brew, Kevin, Kersting, Benedikt, Jonnalagadda, Vara Prasad, Ok, Injo, Saulnier, Nicole, BrightSky, Matthew, Sebastian, Abu
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2023
Zugriff auf das übergeordnete Werk:Advanced materials (Deerfield Beach, Fla.)
Schlagworte:Journal Article contacts memristive devices non-idealities phase-change materials
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520 |a Nanoscale resistive memory devices are being explored for neuromorphic and in-memory computing. However, non-ideal device characteristics of read noise and resistance drift pose significant challenges to the achievable computational precision. Here, it is shown that there is an additional non-ideality that can impact computational precision, namely the bias-polarity-dependent current flow. Using phase-change memory (PCM) as a model system, it is shown that this "current-voltage" non-ideality arises both from the material and geometrical properties of the devices. Further, we discuss the detrimental effects of such bipolar asymmetry on in-memory matrix-vector multiply (MVM) operations and provide a scheme to compensate for it 
650 4 |a Journal Article 
650 4 |a contacts 
650 4 |a memristive devices 
650 4 |a non-idealities 
650 4 |a phase-change materials 
700 1 |a Le Gallo, Manuel  |e verfasserin  |4 aut 
700 1 |a Bruce, Robert L  |e verfasserin  |4 aut 
700 1 |a Brew, Kevin  |e verfasserin  |4 aut 
700 1 |a Kersting, Benedikt  |e verfasserin  |4 aut 
700 1 |a Jonnalagadda, Vara Prasad  |e verfasserin  |4 aut 
700 1 |a Ok, Injo  |e verfasserin  |4 aut 
700 1 |a Saulnier, Nicole  |e verfasserin  |4 aut 
700 1 |a BrightSky, Matthew  |e verfasserin  |4 aut 
700 1 |a Sebastian, Abu  |e verfasserin  |4 aut 
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773 1 8 |g volume:35  |g year:2023  |g number:37  |g day:13  |g month:09  |g pages:e2201238 
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