Toward Intelligent Display with Neuromorphic Technology

神经形态工程学 计算机科学 互操作性 显示设备 人机交互 人工智能 人工神经网络 万维网 操作系统
作者
Xianghong Zhang,Di Liu,Shuai Liu,Yongjie Cai,Liuting Shan,Cong Chen,Huimei Chen,Huimei Chen,Yaqian Liu,Tailiang Guo,Huipeng Chen,Huipeng Chen
出处
期刊:Advanced Materials [Wiley]
卷期号:36 (26): e2401821-e2401821 被引量:34
标识
DOI:10.1002/adma.202401821
摘要

In the era of the Internet and the Internet of Things, display technology has evolved significantly toward full-scene display and realistic display. Incorporating "intelligence" into displays is a crucial technical approach to meet the demands of this development. Traditional display technology relies on distributed hardware systems to achieve intelligent displays but encounters challenges stemming from the physical separation of sensing, processing, and light-emitting modules. The high energy consumption and data transformation delays limited the development of intelligence display, breaking the physical separation is crucial to overcoming the bottlenecks of intelligence display technology. Inspired by the biological neural system, neuromorphic technology with all-in-one features is widely employed across various fields. It proves effective in reducing system power consumption, facilitating frequent data transformation, and enabling cross-scene integration. Neuromorphic technology shows great potential to overcome display technology bottlenecks, realizing the full-scene display and realistic display with high efficiency and low power consumption. This review offers a comprehensive summary of recent advancements in the application of neuromorphic technology in displays, with a focus on interoperability. This work delves into its state-of-the-art designs and potential future developments aimed at revolutionizing display technology.
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