Toshiyuki Tsuchiya

Physical reservoir computing with nonlinear temperature characteristics of thermal conductivity

Physical reservoir computing (PRC) has emerged as a low-cost machine-learning framework for edge computing applications, where real-time processing and energy efficiency are critical due to the rapid growth of data generated by Internet-of-Things devices. This study proposes a PRC scheme based on nonlinear heat-conduct...