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

T Tianhua Liu H Hao Wang (Division of Quantitative Sciences, Department of Oncology Johns Hopkins University School of Medicine Baltimore Maryland USA) C Changzu Sun (School of Optoelectronics University of Chinese Academy of Sciences Beijing 100049 China) Z Ziquan Yuan X Xu Wang L Lixia Wang (Huairou Research Center of Institute of Chemistry, Chinese Academy of Sciences) J Junfang Wang S Shuyang Wang (1Bone Marrow Transplantation Center, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China) Q Qinglin Zhang L Le Huang W Weitong Wu L Liang Li X Xiangyue Meng

Abstract

AbstractLead‐free tin‐based perovskites, specifically (4‐Cl‐PEA)2SnI4, 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 Sn2+ 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 Sn2+ 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)2SnI4 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.

Article Details

Volume / Issue Vol. 37, Issue 29
Published July 01, 2025
ISSN 0935-9648
Publisher Unknown Publisher

Journal Info

Advanced Materials

Unknown Publisher

ISSN: 0935-9648 Physical Sciences

Authors (13)

T

Tianhua Liu

H

Hao Wang

Division of Quantitative Sciences, Department of Oncology Johns Hopkins University School of Medicine Baltimore Maryland USA

C

Changzu Sun

School of Optoelectronics University of Chinese Academy of Sciences Beijing 100049 China

Z

Ziquan Yuan

X

Xu Wang

L

Lixia Wang

Huairou Research Center of Institute of Chemistry, Chinese Academy of Sciences

J

Junfang Wang

S

Shuyang Wang

1Bone Marrow Transplantation Center, The First Affiliated Hospital, Zhejiang University School of Medicine, Hangzhou, China

Q

Qinglin Zhang

L

Le Huang

W

Weitong Wu

L

Liang Li

X

Xiangyue Meng