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Multi-level resistive switching in hafnium-oxide-based devices for neuromorphic computing

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Main Authors: Hellenbrand, Markus, MacManus-Driscoll, Judith
Format: Book
Language:English
Published: Springer 2023
Subjects:
Multi-level resistive switching
neuromorphic computing
Online Access:https://link.springer.com/article/10.1186/s40580-023-00392-4
https://dlib.phenikaa-uni.edu.vn/handle/PNK/9050
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spelling oai:localhost:PNK-90502023-09-15T08:24:03Z Multi-level resistive switching in hafnium-oxide-based devices for neuromorphic computing Hellenbrand, Markus MacManus-Driscoll, Judith Multi-level resistive switching neuromorphic computing CC-BY In the growing area of neuromorphic and in-memory computing, there are multiple reviews available. Most of them cover a broad range of topics, which naturally comes at the cost of details in specific areas. Here, we address the specific area of multi-level resistive switching in hafnium-oxide-based devices for neuromorphic applications and summarize the progress of the most recent years. While the general approach of resistive switching based on hafnium oxide thin films has been very busy over the last decade or so, the development of hafnium oxide with a continuous range of programmable states per device is still at a very early stage and demonstrations are mostly at the level of individual devices with limited data provided. On the other hand, it is positive that there are a few demonstrations of full network implementations. We summarize the general status of the field, point out open questions, and provide recommendations for future work. 2023-09-15T08:24:03Z 2023-09-15T08:24:03Z 2023 Book https://link.springer.com/article/10.1186/s40580-023-00392-4 https://dlib.phenikaa-uni.edu.vn/handle/PNK/9050 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic Multi-level resistive switching
neuromorphic computing
spellingShingle Multi-level resistive switching
neuromorphic computing
Hellenbrand, Markus
MacManus-Driscoll, Judith
Multi-level resistive switching in hafnium-oxide-based devices for neuromorphic computing
description CC-BY
format Book
author Hellenbrand, Markus
MacManus-Driscoll, Judith
author_facet Hellenbrand, Markus
MacManus-Driscoll, Judith
author_sort Hellenbrand, Markus
title Multi-level resistive switching in hafnium-oxide-based devices for neuromorphic computing
title_short Multi-level resistive switching in hafnium-oxide-based devices for neuromorphic computing
title_full Multi-level resistive switching in hafnium-oxide-based devices for neuromorphic computing
title_fullStr Multi-level resistive switching in hafnium-oxide-based devices for neuromorphic computing
title_full_unstemmed Multi-level resistive switching in hafnium-oxide-based devices for neuromorphic computing
title_sort multi-level resistive switching in hafnium-oxide-based devices for neuromorphic computing
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1186/s40580-023-00392-4
https://dlib.phenikaa-uni.edu.vn/handle/PNK/9050
_version_ 1779307150066057216
score 8.891053

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