GeTe<sub>9</sub> Ovonic Threshold Switch Memristor-Centered 1S1T1R Cell as Bio-Realistic Stochastic Synapse

Biological synapses conserve significant energy within the brain's complex networks due to their stochastic switching behavior, which is crucial for neuromorphic probabilistic computing. To replicate this, GeTe9 OTS devices were fabricated, exhibiting switching mechanisms consistent with biological synapses, thereby providing the necessary randomness for stochastic synapses. Furthermore, we implemented a bio-realistic stochastic synapse using the proposed “1S1T1R” structure. The random switching characteristics were successfully validated through Cadence simulations.

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Publication Details

Published
2025-03-09
DOI
https://doi.org/10.1109/edtm61175.2025.11040528
Primary Topic
Photoreceptor and optogenetics research
Type
article
Field-Weighted Citation Impact
0.00

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GeTe9 Ovonic Threshold Switch Memristor-Centered 1S1T1R Cell as Bio-Realistic Stochastic Synapse

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Photoreceptor and optogenetics research
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GeTe9 Ovonic Threshold Switch Memristor-Centered 1S1T1R Cell as Bio-Realistic Stochastic Synapse

Yuhui He, Hao Tong, Qi Chen, Xinyu Wen, Kuan Wang, Lun Wang, Xiangshui Miao
article en

Abstract

Biological synapses conserve significant energy within the brain's complex networks due to their stochastic switching behavior, which is crucial for neuromorphic probabilistic computing. To replicate this, GeTe9 OTS devices were fabricated, exhibiting switching mechanisms consistent with biological synapses, thereby providing the necessary randomness for stochastic synapses. Furthermore, we implemented a bio-realistic stochastic synapse using the proposed “1S1T1R” structure. The random switching characteristics were successfully validated through Cadence simulations.

Huazhong University of Science and Technology (CN)
National Key Research and Development Program of China
Affordable and clean energy
Openalex Percentile: Top 84%
Photoreceptor and optogenetics research
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