An Artificial Sensory Neuron with Tactile Perceptual Learning
文献类型：期刊论文
| 作者 | Pan, Liang; Yang, Hui; Wan, Qing; Chen, Xiaodong; Zhu, Liqiang; Wan, Changjin; Chen, Geng; Fu, Yangming; Wang, Ming; Matsuhisa, Naoji |
| 刊名 | ADVANCED MATERIALS
 |
| 出版日期 | 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 |
| 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). |
入库方式： OAI收割
来源：宁波材料技术与工程研究所
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