Tag: delayed feedback reservoir

Conference / Workshop

DATE 2024

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M1 student Koike and faculty member Sato presented the following research at the Design, Automation and Test in Europe Conference (DATE) 2024 held in Valencia, Spain, on March 25-27, 2024 (presentation dates: March 25 and 27, respectively) Dr. Hashimoto served as a panelist at the Focus session “Resilience of Deep Learning Applications: Where We Are and Where We Want to Go” (March 27th).

  • Takefumi Koike, Hiromitsu Awano, and Takashi Sato, “DNA-based similar image retrieval via triplet network-driven encoder,” in Proc. Design, Automation and Test in Europe (DATE), pp.1-2, March 2024.
  • Sosei Ikeda, Hiromitsu Awano, and Takashi Sato, “Fast parameter optimization of delayed feedback reservoir with backpropagation and gradient descent,” in Proc. Design, Automation and Test in Europe (DATE), pp.1-6, March 2024.
Conference / Workshop

Paper accepted in DATE 2024 conference

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The following paper has been accepted to Design Automation and Test in Europe (DATE), to be held in VALENCIA, Spain, in March 2024.

  • Sosei Ikeda, Hiromitsu Awano, and Takashi Sato, “Fast parameter optimization of delayed feedback reservoir with backpropagation and gradient descent,” in Proc. Design, Automation and Test in Europe (DATE), March 2024, to appear.
Conference / Workshop/Publication

ESWeek 2023

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At Embedded Systems Week (ESWEEK 2023) held in Hamburg, Germany, from September 17 to 22, 2023, Ikeda presented his research (presentation date: September 20). The published results related to this presentation are available as the following paper.

  • Sosei Ikeda, Hiromitsu Awano, and Takashi Sato, “Modular DFR: Digital delayed feedback reservoir model for enhancing design flexibility,” ACM Transactions on Embedded Computing Systems (TECS), Vol.22, No.5s, pp.110:1-110:20, September 2023. doi: 10.1145/3609105
Conference / Workshop

DAC2023

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At the Design Automation Conference (DAC) held July 9-13, 2023 in San Francisco, California, USA, Ikeda (M2) gave a poster presentation in the WIP session.

S. Ikeda, H. Awano, and T. Sato, “No-NL DFR: New model of digital delayed feedback reservoir without nonlinear elements”