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Emulation of Biological Synapse Characteristics from Cu/AlN/TiN Conductive Bridge Random Access Memory

Here, we present the synaptic characteristics of AlN-based conductive bridge random access memory (CBRAM) as a synaptic device for neuromorphic systems. Both non-volatile and volatile memory are observed by simply controlling the strength of the Cu filament inside the AlN film. For non-volatile swit...

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Detalles Bibliográficos
Autores principales: Cho, Hyojong, Kim, Sungjun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7557739/
https://www.ncbi.nlm.nih.gov/pubmed/32872514
http://dx.doi.org/10.3390/nano10091709
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author Cho, Hyojong
Kim, Sungjun
author_facet Cho, Hyojong
Kim, Sungjun
author_sort Cho, Hyojong
collection PubMed
description Here, we present the synaptic characteristics of AlN-based conductive bridge random access memory (CBRAM) as a synaptic device for neuromorphic systems. Both non-volatile and volatile memory are observed by simply controlling the strength of the Cu filament inside the AlN film. For non-volatile switching induced by high compliance current (CC), good retention with a strong Cu metallic filament is verified. Low-resistance state (LRS) and high-resistance state (HRS) conduction follow metallic Ohmic and trap-assisted tunneling (TAT), respectively, which are supported by I–V fitting and temperature dependence. The transition from long-term plasticity (LTP) to short-term plasticity (STP) is demonstrated by increasing the pulse interval time for synaptic device application. Also, paired-pulse facilitation (PPF) in the nervous system is mimicked by sending two identical pulses to the CBRAM device to induce STP. Finally, potentiation and depression are achieved by gradually increasing the set and reset voltage in pulse transient mode.
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spelling pubmed-75577392020-10-20 Emulation of Biological Synapse Characteristics from Cu/AlN/TiN Conductive Bridge Random Access Memory Cho, Hyojong Kim, Sungjun Nanomaterials (Basel) Article Here, we present the synaptic characteristics of AlN-based conductive bridge random access memory (CBRAM) as a synaptic device for neuromorphic systems. Both non-volatile and volatile memory are observed by simply controlling the strength of the Cu filament inside the AlN film. For non-volatile switching induced by high compliance current (CC), good retention with a strong Cu metallic filament is verified. Low-resistance state (LRS) and high-resistance state (HRS) conduction follow metallic Ohmic and trap-assisted tunneling (TAT), respectively, which are supported by I–V fitting and temperature dependence. The transition from long-term plasticity (LTP) to short-term plasticity (STP) is demonstrated by increasing the pulse interval time for synaptic device application. Also, paired-pulse facilitation (PPF) in the nervous system is mimicked by sending two identical pulses to the CBRAM device to induce STP. Finally, potentiation and depression are achieved by gradually increasing the set and reset voltage in pulse transient mode. MDPI 2020-08-29 /pmc/articles/PMC7557739/ /pubmed/32872514 http://dx.doi.org/10.3390/nano10091709 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
Cho, Hyojong
Kim, Sungjun
Emulation of Biological Synapse Characteristics from Cu/AlN/TiN Conductive Bridge Random Access Memory
title Emulation of Biological Synapse Characteristics from Cu/AlN/TiN Conductive Bridge Random Access Memory
title_full Emulation of Biological Synapse Characteristics from Cu/AlN/TiN Conductive Bridge Random Access Memory
title_fullStr Emulation of Biological Synapse Characteristics from Cu/AlN/TiN Conductive Bridge Random Access Memory
title_full_unstemmed Emulation of Biological Synapse Characteristics from Cu/AlN/TiN Conductive Bridge Random Access Memory
title_short Emulation of Biological Synapse Characteristics from Cu/AlN/TiN Conductive Bridge Random Access Memory
title_sort emulation of biological synapse characteristics from cu/aln/tin conductive bridge random access memory
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7557739/
https://www.ncbi.nlm.nih.gov/pubmed/32872514
http://dx.doi.org/10.3390/nano10091709
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