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  • Tu, Li, et al. (author)
  • A wide-range operating synaptic device based on organic ferroelectricity with low energy consumption
  • 2018
  • In: RSC Advances. - : Royal Society of Chemistry. - 2046-2069. ; 8:47, s. 26549-26553
  • Journal article (peer-reviewed)abstract
    • In thiswork, a wide-range operating synaptic device based on organic ferroelectricity has been demonstrated. The device possesses a simple two-terminal structure by using a ferroelectric phase-separated polymer blend as the active layer and gold/indium tin oxide (ITO) as the top/bottom electrodes, and exhibits a distinctive history-dependent resistive switching behavior at room temperature. And the device with low energy consumption (similar to 50 fJ mu m(-2) per synaptic event) can provide a reliable synaptic function of potentiation, depression and the complex memory behavior simulation of differential responses to diverse stimulations. In addition, using simulations, the accuracy of 32 x 32 pixel image recognition is improved from 76.21% to 85.06% in the classical model Cifar-10 with 1024 levels of the device, which is an important step towards the higher performance goal in image recognition based on memristive neuromorphic networks.
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Type of publication
journal article (1)
Type of content
peer-reviewed (1)
Author/Editor
Zheng, Li-Rong (1)
Zhang, Xin (1)
Cui, Xiaolei (1)
Yuan, Sijian (1)
Wang, Pengfei (1)
Tu, Li (1)
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Wang, Jiao (1)
Xu, Jiawei (1)
Yang, Kunlong (1)
Zhan, Yi-Qiang (1)
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University
Royal Institute of Technology (1)
Language
English (1)
Research subject (UKÄ/SCB)
Engineering and Technology (1)
Year

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