Reservoir computing generalized: Exploiting complex dynamics via time-invariant transformation

Nonlinear pluggable optics: Digital signal processing-free Intensity Modulated Direct Detection links using analog photonic Next Generation Reservoir Computing
Nicholas Cox, Joseph Murray, Ross Schermer +6
Optics Express16 Oct 2026Peer-reviewedLicence not statedOptics & photonicsCrossref
Basin Geometry and Reliable Recall of Dynamical Memories in Reservoir Computing
Ling-Wei Kong, Ying-Cheng Lai
arXiv1 Sep 2026PreprintarXiv licenceFull textStatistical & nonlinear physicsarXiv
Dual-unitary Circuits as a Platform for Quantum Reservoir Computing
Gabriel O. Alves, Pieter W. Claeys
arXiv8 Sep 2026PreprintCC BY 4.0Full textCondensed matter Quantum physics & quantum informationarXiv
Quantum Reservoir Computing for Attention-like Selective Reproduction
Hadi Zadeh-Haghighi, Christoph Simon
arXiv13 Oct 2026PreprintarXiv licenceFull textQuantum physics & quantum informationarXiv
Frequency-Multiplexed Photonic Reservoir Computing with a Synchronously Pulse-Driven Optical Cavity
Amir Arsalan Arabieh, Simon-Pierre Gorza, Serge Massar
arXiv10 Sep 2026PreprintarXiv licenceFull textOptics & photonicsarXiv

Cite

BibTeX

@article{kubota2026reservoir,
  title = {{Reservoir computing generalized: Exploiting complex dynamics via time-invariant transformation}},
  author = {Tomoyuki Kubota and Sumito Tsunegi and Kohei Nakajima},
  journal = {Physical Review Research},
  year = {2026},
  month = nov,
  doi = {10.1103/qp9t-k4k5},
  url = {https://link.aps.org/doi/10.1103/qp9t-k4k5},
}

RIS

TY  - JOUR
TI  - Reservoir computing generalized: Exploiting complex dynamics via time-invariant transformation
AU  - Tomoyuki Kubota
AU  - Sumito Tsunegi
AU  - Kohei Nakajima
PY  - 2026
DA  - 2026/11/01
JO  - Physical Review Research
DO  - 10.1103/qp9t-k4k5
UR  - https://link.aps.org/doi/10.1103/qp9t-k4k5
SN  - 2643-1564
ER  -

Related

Cite