Cargando…

Holistic Variability Analysis in Resistive Switching Memories Using a Two-Dimensional Variability Coefficient

[Image: see text] We present a new methodology to quantify the variability of resistive switching memories. Instead of statistically analyzing few data points extracted from current versus voltage (I–V) plots, such as switching voltages or state resistances, we take into account the whole I–V curve...

Descripción completa

Detalles Bibliográficos
Autores principales: Acal, Christian, Maldonado, David, Aguilera, Ana M., Zhu, Kaichen, Lanza, Mario, Roldán, Juan Bautista
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2023
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10119851/
https://www.ncbi.nlm.nih.gov/pubmed/37027783
http://dx.doi.org/10.1021/acsami.2c22617
_version_ 1785029082615906304
author Acal, Christian
Maldonado, David
Aguilera, Ana M.
Zhu, Kaichen
Lanza, Mario
Roldán, Juan Bautista
author_facet Acal, Christian
Maldonado, David
Aguilera, Ana M.
Zhu, Kaichen
Lanza, Mario
Roldán, Juan Bautista
author_sort Acal, Christian
collection PubMed
description [Image: see text] We present a new methodology to quantify the variability of resistive switching memories. Instead of statistically analyzing few data points extracted from current versus voltage (I–V) plots, such as switching voltages or state resistances, we take into account the whole I–V curve measured in each RS cycle. This means going from a one-dimensional data set to a two-dimensional data set, in which every point of each I–V curve measured is included in the variability calculation. We introduce a new coefficient (named two-dimensional variability coefficient, 2DVC) that reveals additional variability information to which traditional one-dimensional analytical methods (such as the coefficient of variation) are blind. This novel approach provides a holistic variability metric for a better understanding of the functioning of resistive switching memories.
format Online
Article
Text
id pubmed-10119851
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher American Chemical Society
record_format MEDLINE/PubMed
spelling pubmed-101198512023-04-22 Holistic Variability Analysis in Resistive Switching Memories Using a Two-Dimensional Variability Coefficient Acal, Christian Maldonado, David Aguilera, Ana M. Zhu, Kaichen Lanza, Mario Roldán, Juan Bautista ACS Appl Mater Interfaces [Image: see text] We present a new methodology to quantify the variability of resistive switching memories. Instead of statistically analyzing few data points extracted from current versus voltage (I–V) plots, such as switching voltages or state resistances, we take into account the whole I–V curve measured in each RS cycle. This means going from a one-dimensional data set to a two-dimensional data set, in which every point of each I–V curve measured is included in the variability calculation. We introduce a new coefficient (named two-dimensional variability coefficient, 2DVC) that reveals additional variability information to which traditional one-dimensional analytical methods (such as the coefficient of variation) are blind. This novel approach provides a holistic variability metric for a better understanding of the functioning of resistive switching memories. American Chemical Society 2023-04-07 /pmc/articles/PMC10119851/ /pubmed/37027783 http://dx.doi.org/10.1021/acsami.2c22617 Text en © 2023 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by/4.0/Permits the broadest form of re-use including for commercial purposes, provided that author attribution and integrity are maintained (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Acal, Christian
Maldonado, David
Aguilera, Ana M.
Zhu, Kaichen
Lanza, Mario
Roldán, Juan Bautista
Holistic Variability Analysis in Resistive Switching Memories Using a Two-Dimensional Variability Coefficient
title Holistic Variability Analysis in Resistive Switching Memories Using a Two-Dimensional Variability Coefficient
title_full Holistic Variability Analysis in Resistive Switching Memories Using a Two-Dimensional Variability Coefficient
title_fullStr Holistic Variability Analysis in Resistive Switching Memories Using a Two-Dimensional Variability Coefficient
title_full_unstemmed Holistic Variability Analysis in Resistive Switching Memories Using a Two-Dimensional Variability Coefficient
title_short Holistic Variability Analysis in Resistive Switching Memories Using a Two-Dimensional Variability Coefficient
title_sort holistic variability analysis in resistive switching memories using a two-dimensional variability coefficient
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10119851/
https://www.ncbi.nlm.nih.gov/pubmed/37027783
http://dx.doi.org/10.1021/acsami.2c22617
work_keys_str_mv AT acalchristian holisticvariabilityanalysisinresistiveswitchingmemoriesusingatwodimensionalvariabilitycoefficient
AT maldonadodavid holisticvariabilityanalysisinresistiveswitchingmemoriesusingatwodimensionalvariabilitycoefficient
AT aguileraanam holisticvariabilityanalysisinresistiveswitchingmemoriesusingatwodimensionalvariabilitycoefficient
AT zhukaichen holisticvariabilityanalysisinresistiveswitchingmemoriesusingatwodimensionalvariabilitycoefficient
AT lanzamario holisticvariabilityanalysisinresistiveswitchingmemoriesusingatwodimensionalvariabilitycoefficient
AT roldanjuanbautista holisticvariabilityanalysisinresistiveswitchingmemoriesusingatwodimensionalvariabilitycoefficient