神经形态工程学
材料科学
光电子学
光电二极管
晶体管
紫外线
图像传感器
计算机科学
光电导性
卷积神经网络
光电探测器
重置(财务)
调制(音乐)
可扩展性
遮罩(插图)
氮化镓
光学
电子工程
时域
整改
人工神经网络
反射计
门控
薄膜
硅
场效应晶体管
多路复用
蓝宝石
作者
J. P. Kim,Byungsoo Kim,Hee A Kim,Gi Baek Nam,Hyuk Jin Kim,Yoon Jung Lee,S. H. Kim,Suin Yi,Yongjo Park,Ho Won Jang
出处
期刊:InfoMat
[Wiley]
日期:2026-01-26
卷期号:8 (5)
摘要
Abstract Domain‐induced carrier scattering and persistent photoconductivity (PPC) remain major bottlenecks in β‐Ga 2 O 3 ‐based deep‐ultraviolet (DUV) photodetectors, limiting their use in high‐speed imaging, optical communication, and neuromorphic sensing systems. Here, we propose a materials–circuits co‐design strategy that integrates crystallographic domain engineering with pulsed‐gate modulation to overcome these challenges. Si‐doped β‐Ga 2 O 3 thin films were epitaxially grown on 6° off‐axis sapphire substrates, where atomic step edges induced single‐domain alignment, resulting in improved lateral carrier transport and reduced leakage current compared with on‐axis counterparts. Under comparable pulsed conditions, single‐domain devices exhibited faster recovery than previously reported β‐Ga 2 O 3 phototransistors, highlighting the synergistic interplay between domain‐engineered transport and dynamic gating. As a result, the devices achieved a high detectivity ( D *) of 9.17 × 10 15 Jones and a fast photoresponse of 0.7 ms under reset conditions, while maintaining stable and energy‐efficient operation under sub‐volt bias. Beyond individual devices, the optimized phototransistors were integrated into a 24 × 24 active‐pixel array for system‐level DUV imaging. Coupled with convolutional neural networks (CNNs), the array achieved accurate pattern recognition and image reconstruction, while synaptic depression and active reset processes enabled rapid afterimage suppression and image recovery. Overall, this work establishes a domain‐engineered, pulse‐modulated β‐Ga 2 O 3 phototransistor platform that unifies materials‐, device‐, and system‐level innovations, providing a scalable and energy‐efficient route toward intelligent ultraviolet vision. image
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