Yamada Ryo, Watanabe Shuto, Tada Hirokazu
Division of Frontier Materials Science, Graduate School of Engineering Science, Osaka University Toyonaka Osaka 560-8531 Japan
RSC Adv. 2023 Aug 21;13(35):24801-24804. doi: 10.1039/d3ra04614a. eCollection 2023 Aug 11.
Supervised classification of handwritten digits physical reservoir computing (PRC) using electrochemistry with a three-electrode electrochemical setup was demonstrated. Short-term memory required for the PRC was realized for 3 bit pulse patterns by adjusting the formation/reduction ratio of gold oxides, showing a wide potential of electrochemistry as resources of PR devices.
展示了使用三电极电化学装置通过电化学进行手写数字的监督分类和物理 Reservoir 计算(PRC)。通过调整金氧化物的形成/还原比率,实现了 PRC 所需的 3 位脉冲模式的短期记忆,这表明电化学作为 PR 器件资源具有广阔的潜力。