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Atomic Layer Deposited Hf(0.5)Zr(0.5)O(2)-based Flexible Memristor with Short/Long-Term Synaptic Plasticity
Artificial synapses are the fundamental of building a neuron network for neuromorphic computing to overcome the bottleneck of the von Neumann system. Based on a low-temperature atomic layer deposition process, a flexible electrical synapse was proposed and showed bipolar resistive switching characte...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6420527/ https://www.ncbi.nlm.nih.gov/pubmed/30877593 http://dx.doi.org/10.1186/s11671-019-2933-y |
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author | Wang, Tian-Yu Meng, Jia-Lin He, Zhen-Yu Chen, Lin Zhu, Hao Sun, Qing-Qing Ding, Shi-Jin Zhang, David Wei |
author_facet | Wang, Tian-Yu Meng, Jia-Lin He, Zhen-Yu Chen, Lin Zhu, Hao Sun, Qing-Qing Ding, Shi-Jin Zhang, David Wei |
author_sort | Wang, Tian-Yu |
collection | PubMed |
description | Artificial synapses are the fundamental of building a neuron network for neuromorphic computing to overcome the bottleneck of the von Neumann system. Based on a low-temperature atomic layer deposition process, a flexible electrical synapse was proposed and showed bipolar resistive switching characteristics. With the formation and rupture of ions conductive filaments path, the conductance was modulated gradually. Under a series of pre-synaptic spikes, the device successfully emulated remarkable short-term plasticity, long-term plasticity, and forgetting behaviors. Therefore, memory and learning ability were integrated to the single flexible memristor, which are promising for the next-generation of artificial neuromorphic computing systems. |
format | Online Article Text |
id | pubmed-6420527 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-64205272019-04-05 Atomic Layer Deposited Hf(0.5)Zr(0.5)O(2)-based Flexible Memristor with Short/Long-Term Synaptic Plasticity Wang, Tian-Yu Meng, Jia-Lin He, Zhen-Yu Chen, Lin Zhu, Hao Sun, Qing-Qing Ding, Shi-Jin Zhang, David Wei Nanoscale Res Lett Nano Express Artificial synapses are the fundamental of building a neuron network for neuromorphic computing to overcome the bottleneck of the von Neumann system. Based on a low-temperature atomic layer deposition process, a flexible electrical synapse was proposed and showed bipolar resistive switching characteristics. With the formation and rupture of ions conductive filaments path, the conductance was modulated gradually. Under a series of pre-synaptic spikes, the device successfully emulated remarkable short-term plasticity, long-term plasticity, and forgetting behaviors. Therefore, memory and learning ability were integrated to the single flexible memristor, which are promising for the next-generation of artificial neuromorphic computing systems. Springer US 2019-03-15 /pmc/articles/PMC6420527/ /pubmed/30877593 http://dx.doi.org/10.1186/s11671-019-2933-y Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Nano Express Wang, Tian-Yu Meng, Jia-Lin He, Zhen-Yu Chen, Lin Zhu, Hao Sun, Qing-Qing Ding, Shi-Jin Zhang, David Wei Atomic Layer Deposited Hf(0.5)Zr(0.5)O(2)-based Flexible Memristor with Short/Long-Term Synaptic Plasticity |
title | Atomic Layer Deposited Hf(0.5)Zr(0.5)O(2)-based Flexible Memristor with Short/Long-Term Synaptic Plasticity |
title_full | Atomic Layer Deposited Hf(0.5)Zr(0.5)O(2)-based Flexible Memristor with Short/Long-Term Synaptic Plasticity |
title_fullStr | Atomic Layer Deposited Hf(0.5)Zr(0.5)O(2)-based Flexible Memristor with Short/Long-Term Synaptic Plasticity |
title_full_unstemmed | Atomic Layer Deposited Hf(0.5)Zr(0.5)O(2)-based Flexible Memristor with Short/Long-Term Synaptic Plasticity |
title_short | Atomic Layer Deposited Hf(0.5)Zr(0.5)O(2)-based Flexible Memristor with Short/Long-Term Synaptic Plasticity |
title_sort | atomic layer deposited hf(0.5)zr(0.5)o(2)-based flexible memristor with short/long-term synaptic plasticity |
topic | Nano Express |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6420527/ https://www.ncbi.nlm.nih.gov/pubmed/30877593 http://dx.doi.org/10.1186/s11671-019-2933-y |
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