受内耳迷宫启发,集成听觉和旋转感知的自供电多感知神经形态设备

IF 13.2 1区 工程技术 Q1 ENGINEERING, CHEMICAL
Feiyu Wang , Jia-Han Zhang , Shuo Ke , Jiean Li , Fengchang Huang , Wen Cheng , Yi Shi , Lijia Pan
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引用次数: 0

摘要

内耳迷宫在听觉和前庭输入的多感觉整合中起着至关重要的作用,促进精确的空间意识和运动感知。从这种生物系统中获得灵感,我们提出了一种自供电的神经形态装置,旨在增强人工智能系统在复杂环境中的适应性。该装置通过一个声音检测摩擦电纳米发电机(TENG)、一个旋转角度检测摩擦电纳米发电机和一个突触晶体管集成了听觉和旋转感知。声音探测TENG采用电纺丝自组装制成的微金字塔阵列,其声压级和频率的探测范围与人类听觉系统相当。旋转角度检测TENG通过利用聚四氟乙烯滚轮的旋转来产生旋转角度计数的尖峰。多孔SiO2介电层具有高比表面积和提高质子迁移率,可实现突触晶体管的超低能耗。通过采用多感觉整合的时间一致性原理,突触晶体管动态处理来自两个TENGs的感觉输入,实现实时声音方向。这个概念验证装置展示了听觉旋转多感官整合的潜力,以推进机器人的智能感知。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Self-powered multisensory neuromorphic device with auditory and rotational perception integration inspired by the labyrinth of the inner ear

Self-powered multisensory neuromorphic device with auditory and rotational perception integration inspired by the labyrinth of the inner ear

Self-powered multisensory neuromorphic device with auditory and rotational perception integration inspired by the labyrinth of the inner ear
The labyrinth of the inner ear plays a crucial role in the multisensory integration of auditory and vestibular inputs, facilitating precise spatial awareness and movement perception. Drawing inspiration from this biological system, we present a self-powered neuromorphic device tailored to enhance adaptability for artificial intelligence systems in complex environments. This device integrates auditory and rotational perception through a sound-detecting triboelectric nanogenerator (TENG), a rotational angle-detecting TENG, and a synaptic transistor. The sound-detecting TENG, featuring micropyramid arrays fabricated via electrospun self-assembly exhibits detection ranges of sound pressure levels and frequencies comparable to the human auditory system. The rotational angle-detecting TENG operates by utilizing the rotation of polytetrafluoroethylene rollers to generate spikes for rotational angle counting. A porous SiO2 dielectric layer with high specific surface area and elevated proton mobility enables ultralow energy consumption in the synaptic transistor. By employing the temporal congruency principle for multisensory integration, the synaptic transistor dynamically processes sensory inputs from the two TENGs, enabling real-time sound direction. The proof-of-concept device demonstrates the potential of auditory-rotational multisensory integration to advance intelligent perception in robotics.
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来源期刊
Chemical Engineering Journal
Chemical Engineering Journal 工程技术-工程:化工
CiteScore
21.70
自引率
9.30%
发文量
6781
审稿时长
2.4 months
期刊介绍: The Chemical Engineering Journal is an international research journal that invites contributions of original and novel fundamental research. It aims to provide an international platform for presenting original fundamental research, interpretative reviews, and discussions on new developments in chemical engineering. The journal welcomes papers that describe novel theory and its practical application, as well as those that demonstrate the transfer of techniques from other disciplines. It also welcomes reports on carefully conducted experimental work that is soundly interpreted. The main focus of the journal is on original and rigorous research results that have broad significance. The Catalysis section within the Chemical Engineering Journal focuses specifically on Experimental and Theoretical studies in the fields of heterogeneous catalysis, molecular catalysis, and biocatalysis. These studies have industrial impact on various sectors such as chemicals, energy, materials, foods, healthcare, and environmental protection.
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