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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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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. |
format | Online Article Text |
id | pubmed-7557739 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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