Results 211 to 220 of about 2,079,335 (239)

Photonic Implementation of Reservoir Computing

NTT Technical Review, 2022
Nakajima, Mitsumasa, Tsurugaya, Takuma, Tanaka, Kenji, Hashimoto, Toshikazu   +3 more
openaire   +1 more source

Photonic Reservoir Computing: an overview

2013
info:eu-repo/semantics ...
Smerieri, Anteo, Duport, Francois, Haelterman, Marc, Massar, Serge   +3 more
openaire   +1 more source

Frequency-multiplexed Photonic Reservoir Computing

Frontiers in Optics + Laser Science APS/DLS, 2019
We present a coherent wavelength division multiplexed reservoir computer based on intra-cavity phase modulation. We report preliminary results on a signal classification task using a small number (7) of frequency sidebands.
Butschek, Lorenz, Akrout, Akram, Dimitriadou, Evangelia, Haelterman, Marc, Massar, Serge   +4 more
openaire   +2 more sources

Photonic Reservoir Computing on Coherent Linear Processor

2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC), 2022
Mitsumasa Nakajima, Takuma Tsurugaya, Kenji Tanaka, Shinji Matsuo, Toshikazu Hashimoto   +4 more
openaire   +2 more sources

Photonic reservoir computing with complex networks

18 pages, 10 figures, 3 ...
Park, Sion, Watabe, Kohei, Sunada, Satoshi, Yamagami, Tomoki, Uchida, Atsushi   +4 more
openaire   +1 more source

Online Training of a Photonic Reservoir Computer

2018
This chapter presents an experiment that was not originally planned as part of my thesis. The project was set up when Michiel Hermans joined our team in 2015 with an idea of implementing the backpropagation training algorithm in hardware, using our opto-electronic reservoir computer with one slight modification.
openaire   +1 more source

Photonic Reservoir Computer with Output Feedback

2018
This chapter describes, arguably, the most important experiment of my PhD. Not because I worked on it for a long time, but because it brought the most interesting, novel and even unexpected results. Here, we present a photonic reservoir computer with output feedback, and we demonstrate its capacity to generate periodic time series and to emulate ...
openaire   +1 more source

Photonic Reservoir Computing

2017
Paul R. Prucnal, Bhavin J. Shastri, Malvin Carl Teich   +2 more
openaire   +1 more source

Reservoir Computing Using Multiple Lasers With Feedback on a Photonic Integrated Circuit

IEEE Journal of Selected Topics in Quantum Electronics, 2020
Kazutaka Kanno, Atsushi Uchida, Chihiro Sugano   +2 more
exaly  

Transfer learning for photonic delay-based reservoir computing to compensate parameter drift

Nanophotonics, 2023
Peter Bienstman, Krishan Harkhoe, Guy Verschaffelt   +2 more
exaly