MISC

査読有り 国際誌
2024年12月3日

A Study of Reservoir Computing Performance of Orientation Impact on Poly(3-hexylthiophene-2,5-diyl) Thin Films

IEICE Proceeding Series
  • Nakaoka Yusuke
  • ,
  • Desu Mouika
  • ,
  • Usami Yuki
  • ,
  • Tanaka Hirofumi

92
開始ページ
522
終了ページ
525
記述言語
英語
掲載種別
DOI
10.34385/proc.92.c4l-b5
出版者・発行元
The Institute of Electronics, Information and Communication Engineers

In-materio reservoir computing (IMRC) is a promising system of low-power learning method. Here, we investigated the relationship between light irradiation and task accuracy using an oriented thin film of the photoresponsive material Poly(3-hexylthiophene-2,5-diyl) (P3HT) as the reservoir layer. It was found that P3HT can represent a more complex waveform under light irradiation. In the NARMA task of time series prediction, the waveforms were sufficiently predicted, and the accuracy was improved by light irradiation.

リンク情報
DOI
https://doi.org/10.34385/proc.92.c4l-b5
ID情報
  • DOI : 10.34385/proc.92.c4l-b5
  • eISSN : 2188-5079

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