Suppression of Tin Oxidation via Sn→B Bonding Interactions for High‐Resolution Lead‐Free Perovskite Neuromorphic Imaging Sensors

Lead-free tin-based perovskites, specifically (4-Cl-PEA)<sub>2</sub>SnI<sub>4</sub>, possess significant potential for the development of high-performance, robust neuromorphic imaging sensors, owing to their superior optoelectronic properties and compatibility with conventional complementary metal-oxide-semiconductor fabrication techniques and silicon-based readout circuits. However, the excessive oxidation of Sn<sup>2+</sup> remains a significant obstacle, leading to suboptimal synaptic performance and low resolution in the neuromorphic imaging sensors due to increased recombination losses and poor film uniformity. This study first demonstrates that the introduction of novel Sn→B donor-acceptor bonding interactions effectively suppresses Sn<sup>2+</sup> oxidation, enhancing uniformity, reducing nonradiative recombination, and improving synaptic plasticity. A vertical optoelectronic synapse demonstrates diverse synaptic behaviors, attributed to hole trapping and detrapping at the device interface. Additionally, the device enables applications in associative learning, neuromorphic computation, letter encoding, and handwritten digit recognition. Ultimately, integration with silicon circuits results in a high-resolution (32 × 32) neuromorphic imaging array, one of the highest reported resolutions for perovskite optoelectronic synapse arrays. The improved uniformity of boric acid-added (4-Cl-PEA)<sub>2</sub>SnI<sub>4</sub> perovskite films significantly reduces photo response non-uniformity, enhances resolution, and improves memory capabilities. This neuromorphic imaging array successfully integrates sensing, storage, and computation, enabling advanced functionalities like letter recognition, memory, and processing, surpassing conventional image sensors.

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Publication Details

Journal
Advanced Materials
Published
2025-05-08
DOI
https://doi.org/10.1002/adma.202502015
Citations
5
Primary Topic
Perovskite Materials and Applications
Type
article
Field-Weighted Citation Impact
3.65

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article

Suppression of Tin Oxidation via Sn→B Bonding Interactions for High‐Resolution Lead‐Free Perovskite Neuromorphic Imaging Sensors

Tianhua Liu, Weitong Wu, Le Huang, Liang Li et al.
5 citations
Advanced Materials
Perovskite Materials and Applications
3.65
article

Suppression of Tin Oxidation via Sn→B Bonding Interactions for High‐Resolution Lead‐Free Perovskite Neuromorphic Imaging Sensors

Tianhua Liu, Weitong Wu, Le Huang, Liang Li, Lixia Wang, Hao Wang, Qinglin Zhang, Shuyang Wang, Junfang Wang, Xiangyue Meng, Ziquan Yuan, Xu Wang, Changzu Sun
article en
5 citations

Abstract

Lead-free tin-based perovskites, specifically (4-Cl-PEA)<sub>2</sub>SnI<sub>4</sub>, possess significant potential for the development of high-performance, robust neuromorphic imaging sensors, owing to their superior optoelectronic properties and compatibility with conventional complementary metal-oxide-semiconductor fabrication techniques and silicon-based readout circuits. However, the excessive oxidation of Sn<sup>2+</sup> remains a significant obstacle, leading to suboptimal synaptic performance and low resolution in the neuromorphic imaging sensors due to increased recombination losses and poor film uniformity. This study first demonstrates that the introduction of novel Sn→B donor-acceptor bonding interactions effectively suppresses Sn<sup>2+</sup> oxidation, enhancing uniformity, reducing nonradiative recombination, and improving synaptic plasticity. A vertical optoelectronic synapse demonstrates diverse synaptic behaviors, attributed to hole trapping and detrapping at the device interface. Additionally, the device enables applications in associative learning, neuromorphic computation, letter encoding, and handwritten digit recognition. Ultimately, integration with silicon circuits results in a high-resolution (32 × 32) neuromorphic imaging array, one of the highest reported resolutions for perovskite optoelectronic synapse arrays. The improved uniformity of boric acid-added (4-Cl-PEA)<sub>2</sub>SnI<sub>4</sub> perovskite films significantly reduces photo response non-uniformity, enhances resolution, and improves memory capabilities. This neuromorphic imaging array successfully integrates sensing, storage, and computation, enabling advanced functionalities like letter recognition, memory, and processing, surpassing conventional image sensors.

Advanced MaterialsVol. 37(29)
Guangdong University of Technology (CN), Soochow University (CN), University of Chinese Academy of Sciences (CN)
National Natural Science Foundation of China, Chinese Academy of Sciences, National Key Research and Development Program of China, Fundamental Research Funds for the Central Universities
Openalex Percentile: Top 7%
Perovskite Materials and Applications
3.65
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