Hardware-Friendly Delayed-Feedback Reservoir for Multivariate Time-Series Classification. - Sosei Ikeda; Hiromitsu Awano; Takashi Sato 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Modular DFR: Digital Delayed Feedback Reservoir Model for Enhancing Design Flexibility. - Sosei Ikeda; Hiromitsu Awano; Takashi Sato 001 (ACM Trans. Embed. Comput. Syst., 2023)

Fast Parameter Optimization of Delayed Feedback Reservoir with Backpropagation and Gradient Descent. - Sosei Ikeda; Hiromitsu Awano; Takashi Sato 001 (DATE, 2024)

Online Training and Inference System on Edge FPGA Using Delayed Feedback Reservoir. - Sosei Ikeda; Hiromitsu Awano; Takashi Sato 001 (CoRR, 2025)