期刊论文

Yan Wang<&wdkj&>Ziyu Lv<&wdkj&>Linbao Luo

英文

Nano Energy

2211-2855

2025

138

110830

10.1016/j.nanoen.2025.110830

CRediT authorship contribution statement Luo Linbao: Supervision, acquisition. Wang Yan: Writing – review & editing, Writing – original draft, Supervision, acquisition. Cheng Xiaohan: Validation, Software. Chen Shidong: Validation, Formal analysis. Liu Mingxing: Formal analysis, Data curation. Lv Ziyu: Resources, Formal analysis. Zhu Xiaobo: Methodology, Investigation. Jia Qian: Investigation, Formal analysis. Wu Chunyan: Formal analysis, Data curation. Wang Li: Validation, Software. Zhang Xiang: Validation, Software.

本校为其他机构

Physical reservoir computing (RC) mimics the brain's capacity for temporal processing by mapping inputs into high-dimensional feature spaces. This biologically inspired approach offers advantages in terms of training efficiency and real-time performance. To enhance physical RC's accuracy, nonlinear and dynamic responses are essential to distinguish complex time-series input data. Here, we present a sodium-doped perovskite memristor-based RC system that capitalizes on the synergistic effects of photovoltaic and photogating to induce nonlinear an...