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Information of the project and the call

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Pattern recognition with exciton-polariton lattices

2020/37/B/ST3/01657

Keywords:

neuromorphic computing neural network pattern recognition exciton-polaritons Bose-Einstein condensate microcavities

Descriptors:

  • ST3_009:
  • ST3_006:
  • ST6_011:

Panel:

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

Host institution :

Uniwersytet Warszawski, Wydział Fizyki

woj. mazowieckie

Other projects carried out by the institution 

Principal investigator (from the host institution):

dr hab. Barbara Julia Piętka 

Number of co-investigators in the project: 7

Call: OPUS 19 - announced on 2020-03-16

Amount awarded: 2 250 720 PLN

Project start date (Y-m-d): 2021-01-21

Project end date (Y-m-d): 2025-11-20

Project duration:: 58 months (the same as in the proposal)

Project status: Pending project

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 (11)
  1. Role of all-optical neural networks
    Authors:
    M. Matuszewski, A. Prystupiuk, A. Opala
    Academic press:
    Physical Review Applied , Wydawca: American Physical Society
    Status:
    Published
    DOI:
    10.48550/arXiv.2306.06632 - link to the publication
  2. Spin polarization of exciton-polariton condensate in a photonic synthetic effective magnetic field
    Authors:
    R. Mirek, M. Furman, M. Król, B. Seredyński, K. Łempicka-Mirek, K. Tyszka, W. Pacuski, M. Matuszewski, J. Szczytko, B. Piętka
    Academic press:
    Physical Review B , Wydawca: American Physical Society
    Status:
    Published
    DOI:
    10.1103/PhysRevB.107.125303 - link to the publication
  3. Neuromorphic binarized polariton networks
    Authors:
    R. Mirek, A. Opala, P. Comaron, M. Furman, M. Król, K. Tyszka, B. Seredyński, D. Ballarini, D. Sanvitto, T. C. H. Liew, W. Pacuski, J. Suffczyński, J.Szczytko, M. Matuszewski, B. Piętka
    Academic press:
    Nano Letters (), Wydawca: American Chemical Society
    Status:
    Published
    DOI:
    10.1021/acs.nanolett.0c04696 - link to the publication
  4. Leaky Integrate-and-Fire Mechanism in Exciton-Polariton Condensates for Photonic Spiking Neurons
    Authors:
    K. Tyszka, M. Furman, R. Mirek, M. Król, A. Opala, B. Seredyński, J. Suffczyński, W. Pacuski, M. Matuszewski, J. Szczytko, B. Piętka
    Academic press:
    Laser and Photonics Reviews , Wydawca: Wiley
    Status:
    Published
    DOI:
    10.1002/lpor.202100660 - link to the publication
  5. 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 , Wydawca: AIP Publishing
    Status:
    Published
    DOI:
    10.1063/5.0136380 - link to the publication
  6. Training a Neural Network with Exciton-Polariton Optical Nonlinearity
    Authors:
    A. Opala, R. Panico, V. Ardizzone, B. Pietka, J. Szczytko, D. Sanvitto, M. Matuszewski, D. Ballarini
    Academic press:
    Physical Review Applied , Wydawca: American Chemical Society
    Status:
    Published
    DOI:
    10.1103/PhysRevApplied.18.024028 - link to the publication
  7. 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, B. Piętka
    Academic press:
    Optica , Wydawca: Optica Publishing Group
    Status:
    Published
    DOI:
    10.1364/OPTICA.497170 - link to the publication
  8. Magneto-optical induced supermode switching in quantum fluids of light
    Authors:
    M. Furman, R. Mirek, M. Król, W. Pacuski, H. Sigurðsson, J. Szczytko, and B. Piętka
    Academic press:
    Communications Physics , Wydawca: Nature
    Status:
    Published
    DOI:
    10.1038/s42005-023-01319-5 - link to the publication
  9. Energy-Efficient Neural Network Inference with Microcavity Exciton Polaritons
    Authors:
    M. Matuszewski, A. Opala, R. Mirek, M. Furman, M. Król, K. Tyszka, T. C. H. Liew, D. Ballarini, D. Sanvitto, J. Szczytko, B. Piętka
    Academic press:
    Physical Rewiev Applied , Wydawca: American Physical Society
    Status:
    Published
    DOI:
    10.1103/PhysRevApplied.16.024045 - link to the publication
  10. Universality of open microcavities for strong light-matter coupling
    Authors:
    M. Król, K. Łempicka-Mirek, K. Rechcińska, M. Furman, K. Nogajewski, R. Mazur, P. Morawiak, W. Pięcek, W. Pacuski, J. Szczytko, B. Piętka
    Academic press:
    Optical Materials Express , Wydawca: Optica Publishing Group
    Status:
    Published
    DOI:
    10.1364/OME.492285 - link to the publication
  11. Harnessing exciton-polaritons for digital computing, neuromorphic computing, and optimization
    Authors:
    A. Opala, M. Matuszewski
    Academic press:
    Optical Materials Express , Wydawca: Optica Publishing Group
    Status:
    Published
    DOI:
    10.1364/OME.496985 - link to the publication

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