{"title":"基于光电神经形态晶体管的人工视觉自适应","authors":"Qingxuan Li;Tianyu Wang;Yafen Yang;Jialin Meng;Xiaohan Wu;Hao Zhu;Qingqing Sun;David Wei Zhang;Lin Chen","doi":"10.1109/LED.2022.3205315","DOIUrl":null,"url":null,"abstract":"Adaptation is essential for the life activities of organisms. Simulating biological visual adaptation behavior is still a serious challenge in the development of artificial visual perception systems. Here, an organic artificial optoelectronic neuromorphic device is presented, which has a memory window greater than 20V, multi-level storage characteristics and reliable retention characteristics. Furthermore, the simulation of human brain synaptic behaviors, such as paired-pulse facilitation (PPF), transition from short-term memory (STM) to long-term memory (LTM), and learning behaviors, are achieved through optical modulation. Importantly, by coupling optical excitation and electrical modulation, the device successfully mimics the biological visual adaptation function. The proposed device provides a new avenue for the creation of artificial visual perception systems with important implications for the development of neuromorphic electronics.","PeriodicalId":13198,"journal":{"name":"IEEE Electron Device Letters","volume":null,"pages":null},"PeriodicalIF":4.1000,"publicationDate":"2022-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Artificial Vision Adaptation Based on Optoelectronic Neuromorphic Transistors\",\"authors\":\"Qingxuan Li;Tianyu Wang;Yafen Yang;Jialin Meng;Xiaohan Wu;Hao Zhu;Qingqing Sun;David Wei Zhang;Lin Chen\",\"doi\":\"10.1109/LED.2022.3205315\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Adaptation is essential for the life activities of organisms. Simulating biological visual adaptation behavior is still a serious challenge in the development of artificial visual perception systems. Here, an organic artificial optoelectronic neuromorphic device is presented, which has a memory window greater than 20V, multi-level storage characteristics and reliable retention characteristics. Furthermore, the simulation of human brain synaptic behaviors, such as paired-pulse facilitation (PPF), transition from short-term memory (STM) to long-term memory (LTM), and learning behaviors, are achieved through optical modulation. Importantly, by coupling optical excitation and electrical modulation, the device successfully mimics the biological visual adaptation function. The proposed device provides a new avenue for the creation of artificial visual perception systems with important implications for the development of neuromorphic electronics.\",\"PeriodicalId\":13198,\"journal\":{\"name\":\"IEEE Electron Device Letters\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":4.1000,\"publicationDate\":\"2022-09-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Electron Device Letters\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/9882103/\",\"RegionNum\":2,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Electron Device Letters","FirstCategoryId":"5","ListUrlMain":"https://ieeexplore.ieee.org/document/9882103/","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
Artificial Vision Adaptation Based on Optoelectronic Neuromorphic Transistors
Adaptation is essential for the life activities of organisms. Simulating biological visual adaptation behavior is still a serious challenge in the development of artificial visual perception systems. Here, an organic artificial optoelectronic neuromorphic device is presented, which has a memory window greater than 20V, multi-level storage characteristics and reliable retention characteristics. Furthermore, the simulation of human brain synaptic behaviors, such as paired-pulse facilitation (PPF), transition from short-term memory (STM) to long-term memory (LTM), and learning behaviors, are achieved through optical modulation. Importantly, by coupling optical excitation and electrical modulation, the device successfully mimics the biological visual adaptation function. The proposed device provides a new avenue for the creation of artificial visual perception systems with important implications for the development of neuromorphic electronics.
期刊介绍:
IEEE Electron Device Letters publishes original and significant contributions relating to the theory, modeling, design, performance and reliability of electron and ion integrated circuit devices and interconnects, involving insulators, metals, organic materials, micro-plasmas, semiconductors, quantum-effect structures, vacuum devices, and emerging materials with applications in bioelectronics, biomedical electronics, computation, communications, displays, microelectromechanics, imaging, micro-actuators, nanoelectronics, optoelectronics, photovoltaics, power ICs and micro-sensors.