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Information on the principal investigator and host institution

Information of the project and the call

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Neuromorphic computing with quantum fluids of light

2019/35/N/ST3/01379

Keywords:

exciton polaritons neural networks machine learning

Descriptors:

  • ST3_10: Nanophysics: nanoelectronics, nanophotonics, nanomagnetism, nanoelectromechanics, etc.
  • ST6_11: Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)
  • ST3_6: Macroscopic quantum phenomena: superconductivity, superfluidity, etc.

Panel:

ST3 - Condensed matter physics: structure, electronic properties, fluids, nanosciences, biological physics

Host institution :

Instytut Fizyki Polskiej Akademii Nauk

woj.

Other projects carried out by the institution 

Principal investigator (from the host institution):

Andrzej Opala 

Number of co-investigators in the project: 2

Call: PRELUDIUM 18 - announced on 2019-09-16

Amount awarded: 200 000 PLN

Project start date (Y-m-d): 2020-06-26

Project end date (Y-m-d): 2024-06-25

Project duration:: 48 months (the same as in the proposal)

Project status: Project completed

Project description

Download the project description in a pdf file

Note - project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.

Information in the final report

  • Publication in academic press/journals (6)
  1. Role of all-optical neural networks
    Authors:
    M. Matuszewski, A. Prystupiuk, and A. Opala
    Academic press:
    Phys. Rev. Applied (rok: 2024, tom: 21, strony: 14028), Wydawca: APS
    Status:
    Published
    DOI:
    10.1103/PhysRevApplied.21.014028 - link to the publication
  2. Neural Networks Based on Ultrafast Time-Delayed Effects in Exciton Polaritons
    Authors:
    R. Mirek, A. Opala, M. Furman, M. Król, K. Tyszka, B. Seredyński, W. Pacuski, J. Suffczyński, J. Szczytko, M. Matuszewski, and B. Piętka
    Academic press:
    Phys. Rev. Applied (rok: 2022, tom: 17, strony: 54037), Wydawca: American Physical Society
    Status:
    Published
    DOI:
    10.1103/PhysRevApplied.17.054037 - link to the publication
  3. Natural exceptional points in the excitation spectrum of a light–matter system
    Authors:
    A. Opala, M. Furman, M. Król, R. Mirek, K. Tyszka, B. Seredyński, W. Pacuski, J. Szczytko, M. Matuszewski, and B. Piętka
    Academic press:
    Optica (rok: 2023, tom: 10, strony: 1111-1117), Wydawca: Optica Publishing Group
    Status:
    Published
    DOI:
    10.1364/OPTICA.497170 - link to the publication
  4. Non-Hermitian synthetic lattices with light-matter coupling
    Authors:
    Amir Rahmani, Mateusz Kędziora, Andrzej Opala, and Michał Matuszewski
    Academic press:
    Phys. Rev. B (rok: 2023, tom: 107, strony: 165309), Wydawca: APS
    Status:
    Published
    DOI:
    10.1103/PhysRevB.107.165309 - link to the publication
  5. Neural Networks Based on Ultrafast Time-Delayed Effects in Exciton Polaritons
    Authors:
    R. Mirek, A. Opala, M. Furman, M. Król, K. Tyszka, B. Seredyński, W. Pacuski, J. Suffczyński, J. Szczytko, M. Matuszewski, and B. Piętka
    Academic press:
    Phys. Rev. Applied (rok: 2022, tom: 17, strony: 54037), Wydawca: American Physical Society
    Status:
    Published
    DOI:
    10.1103/PhysRevApplied.17.054037 - link to the publication
  6. Inverted optical bistability and optical limiting in coherently driven exciton–polaritons
    Authors:
    M. Furman, A. Opala, M. Król, K. Tyszka, R. Mirek, M. Muszyński, B. Seredyński, W. Pacuski, J. Szczytko, M. Matuszewski, and B. Piętka
    Academic press:
    APL Photonics (rok: 2023, tom: 8, strony: 46105), Wydawca: AIP Publishing
    Status:
    Published
    DOI:
    10.1063/5.0136380 - link to the publication

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