集成传感器计算光电器件在环境适应人工视网膜感知中的应用

IF 9.6 1区 材料科学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Jialin Meng, Tianyu Wang, Hao Zhu, Li Ji, Wenzhong Bao, Peng Zhou, Lin Chen*, Qing-Qing Sun*, David Wei Zhang
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引用次数: 74

摘要

随着人工智能的发展和应用,人们对各种传感器和存储器的开发提出了呼吁。视觉作为人类最重要的感知方式,占据了人类全部接收信息的80%以上。受生物眼睛的启发,制作了一种基于二维Janus MoSSe的人工视网膜,该视网膜可以模拟电子/离子和光调制的视觉感知功能。此外,受人脑的启发,将传感、记忆和神经形态计算功能集成在一个设备上,实现多功能智能电子器件,有利于可扩展性和高效率。通过在金属-氧化物/电解质界面处形成二相电层(EDL),可以实现突触重量的变化。在光电性能的基础上,成功实现了生物眼的光适应、预处理和手写体数字的识别。本研究为未来光电人工视网膜感知应用的传感-记忆集成处理装置提供了策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Integrated In-Sensor Computing Optoelectronic Device for Environment-Adaptable Artificial Retina Perception Application

Integrated In-Sensor Computing Optoelectronic Device for Environment-Adaptable Artificial Retina Perception Application

With the development and application of artificial intelligence, there is an appeal to the exploitation of various sensors and memories. As the most important perception of human beings, vision occupies more than 80% of all the received information. Inspired by biological eyes, an artificial retina based on 2D Janus MoSSe was fabricated, which could simulate functions of visual perception with electronic/ion and optical comodulation. Furthermore, inspired by human brain, sensing, memory, and neuromorphic computing functions were integrated on one device for multifunctional intelligent electronics, which was beneficial for scalability and high efficiency. Through the formation of faradic electric double layer (EDL) at the metal-oxide/electrolyte interfaces could realize synaptic weight changes. On the basis of the optoelectronic performances, light adaptation of biological eyes, preprocessing, and recognition of handwritten digits were implemented successfully. This work may provide a strategy for the future integrated sensing-memory-processing device for optoelectronic artificial retina perception application.

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来源期刊
Nano Letters
Nano Letters 工程技术-材料科学:综合
CiteScore
16.80
自引率
2.80%
发文量
1182
审稿时长
1.4 months
期刊介绍: Nano Letters serves as a dynamic platform for promptly disseminating original results in fundamental, applied, and emerging research across all facets of nanoscience and nanotechnology. A pivotal criterion for inclusion within Nano Letters is the convergence of at least two different areas or disciplines, ensuring a rich interdisciplinary scope. The journal is dedicated to fostering exploration in diverse areas, including: - Experimental and theoretical findings on physical, chemical, and biological phenomena at the nanoscale - Synthesis, characterization, and processing of organic, inorganic, polymer, and hybrid nanomaterials through physical, chemical, and biological methodologies - Modeling and simulation of synthetic, assembly, and interaction processes - Realization of integrated nanostructures and nano-engineered devices exhibiting advanced performance - Applications of nanoscale materials in living and environmental systems Nano Letters is committed to advancing and showcasing groundbreaking research that intersects various domains, fostering innovation and collaboration in the ever-evolving field of nanoscience and nanotechnology.
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