Suppr超能文献

用于快速且节能的神经形态视觉系统的柔性印刷紫外到近红外宽带光电子碳纳米管突触晶体管

Flexible Printed Ultraviolet-to-Near-Infrared Broadband Optoelectronic Carbon Nanotube Synaptic Transistors for Fast and Energy-Efficient Neuromorphic Vision Systems.

作者信息

Li Zebin, Li Min, Zhu Tianxiang, Li Benxiang, Wang Zebin, Shao Shuangshuang, Deng Zhenyan, Zhao Xinluo, Liu Cheng, Zhao Jianwen

机构信息

School of Microelectronics, Shanghai University, Shanghai, 200444, P. R. China.

Key Laboratory of Semiconductor Display Materials and Chips, Printable Electronics Research Center, Division of Nanodevices and Related Nanomaterials, Suzhou Institute of Nano-Tech and Nano-Bionics, Chinese Academy of Sciences, No. 398 Ruoshui Road, SEID, Suzhou Industrial Park, Suzhou, Jiangsu Province, 215123, P. R. China.

出版信息

Small Methods. 2024 Dec;8(12):e2400359. doi: 10.1002/smtd.202400359. Epub 2024 Jun 6.

Abstract

To simulate biological visual systems and surpass their functions and performance, it is essential to develop high-performance optoelectronic neuromorphic electronics with broadband response, low power consumption, and fast response speed. Among these, optoelectronic synaptic transistors have emerged as promising candidates for constructing neuromorphic visual systems. In this work, flexible printed broadband (from 275 to 1050 nm) optoelectronic carbon nanotube synaptic transistors with good stability, high response speed (3.14 ms), and low-power consumption (as low as 0.1 fJ per event with the 1050 nm pulse illumination) using PbS quantum dots (QDs) modified semiconducting single-walled carbon nanotubes (sc-SWCNTs) as active layers are developed. In response to optical pulses within the ultraviolet to near-infrared wavelength range, the optoelectronic neuromorphic devices exhibit excitatory postsynaptic current, paired-pulse facilitation, and a transition from short-term plasticity to long-term plasticity, and other optical synaptic behaviors. Furthermore, a simplified neural morphology visual array is developed to simulate integrated functions such as image perception, memory, and preprocessing. More importantly, it can also emulate other complicated bionic functions, such as the infrared perception of salmon eyes and the warning behavior of reindeer in different environments. This work holds immense significance in advancing the development of artificial neural visual systems.

摘要

为了模拟生物视觉系统并超越其功能和性能,开发具有宽带响应、低功耗和快速响应速度的高性能光电神经形态电子器件至关重要。其中,光电突触晶体管已成为构建神经形态视觉系统的有前途的候选者。在这项工作中,使用硫化铅量子点(QDs)修饰的半导体单壁碳纳米管(sc-SWCNTs)作为有源层,开发了具有良好稳定性、高响应速度(3.14毫秒)和低功耗(在1050纳米脉冲光照下,每个事件低至0.1飞焦)的柔性印刷宽带(275至1050纳米)光电碳纳米管突触晶体管。响应紫外到近红外波长范围内的光脉冲,光电神经形态器件表现出兴奋性突触后电流、双脉冲易化以及从短期可塑性到长期可塑性的转变等光学突触行为。此外,还开发了一种简化的神经形态视觉阵列,以模拟图像感知、记忆和预处理等集成功能。更重要的是,它还可以模拟其他复杂的仿生功能,如鲑鱼眼睛的红外感知和驯鹿在不同环境中的预警行为。这项工作对推动人工神经视觉系统的发展具有重大意义。

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验