Frequency synaptic behavior of ZnO/HfZrO memristor with pulsed stimuli

The synaptic response of ZnO/HfZrO memristor devices to electrical stimuli was studied. It was found that the frequency of the stimuli affects the rate of current increase, which can be explained by the cluster state of oxygen vacancies at the interface of ZnO/HfZrO. This variation in the synaptic response due to stimulus frequency was consistent with the dynamic adjustment of tolerance thresholds observed in the human brain's response to environmental stimuli. The rate of change in current, representing the sensitivity to stimuli, mirrors the biological nervous system's reaction to environmental changes, such as Ebbinghaus forgetting behavior. Additionally, frequent irregular changes in stimuli lead to a reduced lifespan of the devices, highly resembling the biological lifetime-injure on frequent environmental fluctuations. These findings highlight the memristors' significant similarity to biological nerves in response to stimuli, confirming their tremendous potential in bionic synaptic simulation applications.

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Publication Details

Journal
Applied Physics Letters
Published
2024-08-19
DOI
https://doi.org/10.1063/5.0224947
Citations
2
Primary Topic
Advanced Memory and Neural Computing
Type
article
Field-Weighted Citation Impact
0.42

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article

Frequency synaptic behavior of ZnO/HfZrO memristor with pulsed stimuli

Zuming Liu, Xiran Chen, Xinyu Hu, Kexiang Wang et al.
2 citations
Applied Physics Letters
Advanced Memory and Neural Computing
0.42
article

Frequency synaptic behavior of ZnO/HfZrO memristor with pulsed stimuli

Zuming Liu, Xiran Chen, Xinyu Hu, Kexiang Wang, Ran Jiang, Ziyu Wang, Jie Lu, Si Shi, Zeyang Xiang
article en
2 citations

Abstract

The synaptic response of ZnO/HfZrO memristor devices to electrical stimuli was studied. It was found that the frequency of the stimuli affects the rate of current increase, which can be explained by the cluster state of oxygen vacancies at the interface of ZnO/HfZrO. This variation in the synaptic response due to stimulus frequency was consistent with the dynamic adjustment of tolerance thresholds observed in the human brain's response to environmental stimuli. The rate of change in current, representing the sensitivity to stimuli, mirrors the biological nervous system's reaction to environmental changes, such as Ebbinghaus forgetting behavior. Additionally, frequent irregular changes in stimuli lead to a reduced lifespan of the devices, highly resembling the biological lifetime-injure on frequent environmental fluctuations. These findings highlight the memristors' significant similarity to biological nerves in response to stimuli, confirming their tremendous potential in bionic synaptic simulation applications.

Applied Physics LettersVol. 125(8)
Ningbo University (CN)
Natural Science Foundation of Ningbo, Natural Science Foundation of Zhejiang Province
Responsible consumption and production
Openalex Percentile: Top 39%
Advanced Memory and Neural Computing
0.42
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Frequency synaptic behavior of ZnO/HfZrO memristor with pulsed stimuli — Zuming Liu, Xiran Chen, et al. · Applied Physics Letters (2024) | TGRS Research Map | TGRS