All-Optical Artificial Synapse Based on ε-Ga2O3 and β-Ga2O3 Mixed-Phase Thin Films

All-optical memristors possess light-sensing and storage capabilities while simultaneously simulating human synaptic functions, demonstrating immense potential in the field of brain-inspired computing for realizing bionic synapses and brain-like intelligence. In this work, we successfully produced ε-Ga<sub>2</sub>O<sub>3</sub> films, ε/β-Ga<sub>2</sub>O<sub>3</sub> mixed-phase films, and β-Ga<sub>2</sub>O<sub>3</sub> films via chemical vapor deposition (CVD). The optical output and optical response characteristics of the thin films are investigated under 254 nm and 365 nm lasers. The CVD-grown ε-Ga<sub>2</sub>O<sub>3</sub> is found to process a small amount of defects and insignificant memristive properties and the β-Ga<sub>2</sub>O<sub>3</sub> obtained from the annealing of ε-Ga<sub>2</sub>O<sub>3</sub> exhibits superior crystal quality but lacks memristive properties, while the ε/β-Ga<sub>2</sub>O<sub>3</sub> mixed-phase films grown directly by CVD contain a fair amount of defects and demonstrate persistent resistance retention exceeding 104 s. Based on the excellent memristive properties of ε/β-Ga<sub>2</sub>O<sub>3</sub> mixed-phase films, we conducted experiments simulating optical synapses. By adjusting optical pulse parameters (intensity, repetition rate, and duration), we successfully modeled the short-term plasticity (STP) and long-term plasticity (LTP) observed in biological synapses. Experiments confirm that light stimulation can effectively induce synaptic behaviors, such as the progressive conversion of short-term memory (STM) into long-term memory (LTM), and further fully reproduce the neuroplasticity process of "learning-forgetting-relearning." This study demonstrates a photoconductive synapse memristor based on the wide-bandgap material gallium oxide, exhibiting exceptional air stability with sustained photoconductivity maintained for over a year. This study provides new insights into the practical application feasibility of all-optical artificial synapses based on gallium oxide.

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Journal
Materials
Published
2026-02-12
DOI
https://doi.org/10.3390/ma19040711
Primary Topic
Ga2O3 and related materials
Type
article
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article

All-Optical Artificial Synapse Based on ε-Ga2O3 and β-Ga2O3 Mixed-Phase Thin Films

Meng Zhang, Xianxu Li, Fan Lu, Zixuan Liu et al.
Materials
Ga2O3 and related materials
article

All-Optical Artificial Synapse Based on ε-Ga2O3 and β-Ga2O3 Mixed-Phase Thin Films

Meng Zhang, Xianxu Li, Fan Lu, Zixuan Liu, Jiale Niu, Jiajun Deng, Wenjie Wang, Xuewen Ding
article en

Abstract

All-optical memristors possess light-sensing and storage capabilities while simultaneously simulating human synaptic functions, demonstrating immense potential in the field of brain-inspired computing for realizing bionic synapses and brain-like intelligence. In this work, we successfully produced ε-Ga<sub>2</sub>O<sub>3</sub> films, ε/β-Ga<sub>2</sub>O<sub>3</sub> mixed-phase films, and β-Ga<sub>2</sub>O<sub>3</sub> films via chemical vapor deposition (CVD). The optical output and optical response characteristics of the thin films are investigated under 254 nm and 365 nm lasers. The CVD-grown ε-Ga<sub>2</sub>O<sub>3</sub> is found to process a small amount of defects and insignificant memristive properties and the β-Ga<sub>2</sub>O<sub>3</sub> obtained from the annealing of ε-Ga<sub>2</sub>O<sub>3</sub> exhibits superior crystal quality but lacks memristive properties, while the ε/β-Ga<sub>2</sub>O<sub>3</sub> mixed-phase films grown directly by CVD contain a fair amount of defects and demonstrate persistent resistance retention exceeding 104 s. Based on the excellent memristive properties of ε/β-Ga<sub>2</sub>O<sub>3</sub> mixed-phase films, we conducted experiments simulating optical synapses. By adjusting optical pulse parameters (intensity, repetition rate, and duration), we successfully modeled the short-term plasticity (STP) and long-term plasticity (LTP) observed in biological synapses. Experiments confirm that light stimulation can effectively induce synaptic behaviors, such as the progressive conversion of short-term memory (STM) into long-term memory (LTM), and further fully reproduce the neuroplasticity process of "learning-forgetting-relearning." This study demonstrates a photoconductive synapse memristor based on the wide-bandgap material gallium oxide, exhibiting exceptional air stability with sustained photoconductivity maintained for over a year. This study provides new insights into the practical application feasibility of all-optical artificial synapses based on gallium oxide.

MaterialsVol. 19(4)
North China Electric Power University (CN), Beijing Normal University (CN)
Openalex Percentile: Top 59%
Ga2O3 and related materials
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