2024年12月3日
Effect of the Device Configuration on the In-Materio Reservoir Computing Performances of YMnO3
IEICE Proceeding Series
- Xu Muzhen ,
- Furuta Kyoka ,
- Karacali Ahmet ,
- Umezaki Yuki ,
- Usami Yuki ,
- Tanaka Hirofumi ,
- Horibe Yoichi
- 巻
- 92
- 号
- 開始ページ
- 515
- 終了ページ
- 518
- 記述言語
- 英語
- 掲載種別
- DOI
- 10.34385/proc.92.c4l-b3
- 出版者・発行元
- The Institute of Electronics, Information and Communication Engineers
This work investigates the reservoir computing capabilities of single-crystal yttrium manganese oxide (YMnO3) with different device configurations. Two crystallite orientations, perpendicular (YMO⊥) and parallel (YMO//) to the c-axis of the YMnO3 crystal, were studied with electrodes on the same side or opposite sides. Electrical measurements revealed pronounced nonlinear characteristics and phase shifts across all configurations. Wave-form generation tasks benchmarking the in-material reservoir computing performance showed the YMO⊥ devices with the same side electrodes achieved the highest accuracy. The results highlight YMnO3 as a promising material for energy-efficient neuromorphic computing platforms exploiting its rich nonlinear dynamics.
- ID情報
-
- DOI : 10.34385/proc.92.c4l-b3
- eISSN : 2188-5079