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Dual‐Mode Conversion of Photodetector and Neuromorphic Vision Sensor via Bias Voltage Regulation on a Single Device

Siyu Feng, Jiangxu Li, Lizhi Feng, Zitong Liu, Junchao Wang, Cong Cui, Ouxiang Zhou, Lijie Deng, Hanning Xu, Bing Leng, Xing‐Qiu Chen, Xin Jiang, Baodan Liu, Xinglai Zhang

2023Advanced Materials179 citationsDOI

Abstract

Abstract Simultaneous implementation of photodetector and neuromorphic vision sensor (NVS) on a single device faces a great challenge, due to the inherent speed discrepancy in their photoresponse characteristics. In this work, a trench‐bridged GaN/Ga 2 O 3 /GaN back‐to‐back double heterojunction array device is fabricated to enable the advanced functionalities of both devices on a single device. Interestingly, the device shows fast photoresponse and persistent photoconductivity behavior at low and high voltages, respectively, through the modulation of oxygen vacancy ionization and de‐ionization processes in Ga 2 O 3 . Consequently, the role of the optoelectronic device can be altered between the photodetector and NVS by simply adjusting the magnitude of bias voltage. As a photodetector, the device is able to realize fast optical imaging and optical communication functions. On the other hand, the device exhibits outstanding image sensing, image memory, and neuromorphic visual pre‐processing as an NVS. The utilization of NVS for image pre‐processing leads to a noticeable enhancement in both recognition accuracy and efficiency. The results presented in this work not only offer a new avenue to obtain complex functionality on a single optoelectronic device but also provide opportunities to implement advanced robotic vision systems and neuromorphic computing.

Topics & Concepts

Neuromorphic engineeringPhotodetectorMaterials scienceOptoelectronicsBiasingImage sensorVoltagePhotoconductivityHeterojunctionComputer scienceArtificial intelligenceElectrical engineeringArtificial neural networkEngineeringAdvanced Memory and Neural ComputingTransition Metal Oxide NanomaterialsGa2O3 and related materials
Dual‐Mode Conversion of Photodetector and Neuromorphic Vision Sensor via Bias Voltage Regulation on a Single Device | Litcius