NIMTE OpenIR  > 2018专题
An Artificial Sensory Neuron with Tactile Perceptual Learning
Wan, Changjin; Chen, Geng; Fu, Yangming; Wang, Ming; Matsuhisa, Naoji; Pan, Shaowu; Pan, Liang; Yang, Hui; Wan, Qing; Zhu, Liqiang; Chen, Xiaodong
2018
Source PublicationADVANCED MATERIALS
Volume30Issue:30
AbstractSensory 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.
KeywordSkin Touch Architecture Electrolyte Films
Subject AreaEngineering ; Physics
Language英语
Document Type期刊论文
Identifierhttp://ir.nimte.ac.cn/handle/174433/17297
Collection2018专题
Recommended Citation
GB/T 7714
Wan, Changjin,Chen, Geng,Fu, Yangming,et al. An Artificial Sensory Neuron with Tactile Perceptual Learning[J]. ADVANCED MATERIALS,2018,30(30).
APA Wan, Changjin.,Chen, Geng.,Fu, Yangming.,Wang, Ming.,Matsuhisa, Naoji.,...&Chen, Xiaodong.(2018).An Artificial Sensory Neuron with Tactile Perceptual Learning.ADVANCED MATERIALS,30(30).
MLA Wan, Changjin,et al."An Artificial Sensory Neuron with Tactile Perceptual Learning".ADVANCED MATERIALS 30.30(2018).
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