An Artificial Sensory Neuron with Tactile Perceptual Learning

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	An Artificial Sensory Neuron with Tactile Perceptual Learning
	Pan, Liang; Yang, Hui; Wan, Qing; Chen, Xiaodong; Zhu, Liqiang; Wan, Changjin; Chen, Geng; Fu, Yangming; Wang, Ming; Matsuhisa, Naoji
刊名	ADVANCED MATERIALS
	2018
卷号	30 期号:30
关键词	Skin Touch Architecture Electrolyte Films
英文摘要	Sensory neurons within skin form an interface between the external physical reality and the inner tactile perception. This interface enables sensory information to be organized identified, and interpreted through perceptual learningthe process whereby the sensing abilities improve through experience. Here, an artificial sensory neuron that can integrate and differentiate the spatiotemporal features of touched patterns for recognition is shown. The system comprises sensing, transmitting, and processing components that are parallel to those found in a sensory neuron. A resistive pressure sensor converts pressure stimuli into electric signals, which are transmitted to a synaptic transistor through interfacial ionic/electronic coupling via a soft ionic conductor. Furthermore, the recognition error rate can be dramatically decreased from 44% to 0.4% by integrating with the machine learning method. This work represents a step toward the design and use of neuromorphic electronic skin with artificial intelligence for robotics and prosthetics.
学科主题	Engineering ; Physics
语种	英语
公开日期	2018-12-04
内容类型	期刊论文
源URL	[http://ir.nimte.ac.cn/handle/174433/17297]
专题	2018专题
推荐引用方式 GB/T 7714	Pan, Liang,Yang, Hui,Wan, Qing,et al. An Artificial Sensory Neuron with Tactile Perceptual Learning[J]. ADVANCED MATERIALS,2018,30(30).
APA	Pan, Liang.,Yang, Hui.,Wan, Qing.,Chen, Xiaodong.,Zhu, Liqiang.,...&Pan, Shaowu.(2018).An Artificial Sensory Neuron with Tactile Perceptual Learning.ADVANCED MATERIALS,30(30).
MLA	Pan, Liang,et al."An Artificial Sensory Neuron with Tactile Perceptual Learning".ADVANCED MATERIALS 30.30(2018).