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Synaptic Characteristics from Homogeneous Resistive Switching in Pt/Al(2)O(3)/TiN Stack

In this work, we propose three types of resistive switching behaviors by controlling operation conditions. We confirmed well-known filamentary switching in Al(2)O(3)-based resistive switching memory using the conventional device working operation with a forming process. Here, filamentary switching c...

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Detalles Bibliográficos
Autores principales: Ryu, Hojeong, Kim, Sungjun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7603159/
https://www.ncbi.nlm.nih.gov/pubmed/33080978
http://dx.doi.org/10.3390/nano10102055
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author Ryu, Hojeong
Kim, Sungjun
author_facet Ryu, Hojeong
Kim, Sungjun
author_sort Ryu, Hojeong
collection PubMed
description In this work, we propose three types of resistive switching behaviors by controlling operation conditions. We confirmed well-known filamentary switching in Al(2)O(3)-based resistive switching memory using the conventional device working operation with a forming process. Here, filamentary switching can be classified into two types depending on the compliance current. On top of that, the homogeneous switching is obtained by using a negative differential resistance effect before the forming or setting process in a negative bias. The variations of the low-resistance and high-resistance states in the homogeneous switching are comparable to the filamentary switching cases. However, the drift characteristics of the low-resistance and high-resistance states in the homogeneous switching are unstable with time. Therefore, the short-term plasticity effects, such as the current decay in repeated pulses and paired pulses facilitation, are demonstrated when using the resistance drift characteristics. Finally, the conductance can be increased and decreased by 50 consecutive potentiation pulses and 50 consecutive depression pulses, respectively. The linear conductance update in homogeneous switching is achieved compared to the filamentary switching, which ensures the high pattern-recognition accuracy.
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spelling pubmed-76031592020-11-01 Synaptic Characteristics from Homogeneous Resistive Switching in Pt/Al(2)O(3)/TiN Stack Ryu, Hojeong Kim, Sungjun Nanomaterials (Basel) Article In this work, we propose three types of resistive switching behaviors by controlling operation conditions. We confirmed well-known filamentary switching in Al(2)O(3)-based resistive switching memory using the conventional device working operation with a forming process. Here, filamentary switching can be classified into two types depending on the compliance current. On top of that, the homogeneous switching is obtained by using a negative differential resistance effect before the forming or setting process in a negative bias. The variations of the low-resistance and high-resistance states in the homogeneous switching are comparable to the filamentary switching cases. However, the drift characteristics of the low-resistance and high-resistance states in the homogeneous switching are unstable with time. Therefore, the short-term plasticity effects, such as the current decay in repeated pulses and paired pulses facilitation, are demonstrated when using the resistance drift characteristics. Finally, the conductance can be increased and decreased by 50 consecutive potentiation pulses and 50 consecutive depression pulses, respectively. The linear conductance update in homogeneous switching is achieved compared to the filamentary switching, which ensures the high pattern-recognition accuracy. MDPI 2020-10-18 /pmc/articles/PMC7603159/ /pubmed/33080978 http://dx.doi.org/10.3390/nano10102055 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ryu, Hojeong
Kim, Sungjun
Synaptic Characteristics from Homogeneous Resistive Switching in Pt/Al(2)O(3)/TiN Stack
title Synaptic Characteristics from Homogeneous Resistive Switching in Pt/Al(2)O(3)/TiN Stack
title_full Synaptic Characteristics from Homogeneous Resistive Switching in Pt/Al(2)O(3)/TiN Stack
title_fullStr Synaptic Characteristics from Homogeneous Resistive Switching in Pt/Al(2)O(3)/TiN Stack
title_full_unstemmed Synaptic Characteristics from Homogeneous Resistive Switching in Pt/Al(2)O(3)/TiN Stack
title_short Synaptic Characteristics from Homogeneous Resistive Switching in Pt/Al(2)O(3)/TiN Stack
title_sort synaptic characteristics from homogeneous resistive switching in pt/al(2)o(3)/tin stack
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7603159/
https://www.ncbi.nlm.nih.gov/pubmed/33080978
http://dx.doi.org/10.3390/nano10102055
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