The project aims to build a network that performs binary operations based on polariton microcavities. The basic element that enables effective binary operations are semiconductor microcavities. Strong coupling of the microcavity modes with excitons result in gigantic nonlinearities that are required for efficient calculations. The fact that polaritons operating room temperature was recently demonstrated, promises to have a real impact on the technologies of the future. Research units involved in the project have recently shown that this state of matter is extremely interesting in terms of speed and efficiency when used to implement artificial neural networks.
Thanks to this new concept device, complex applications related to neural-like processing, will be efficiently implemented, therefore enabling neuromorphic computation to be done in small devices that cannot rely on remote, large bandwidth connection. This proposal benefits from the contribution of several complementary partners coming from many different research areas (material science, physics, optics, chemistry, genetics) and industrial participants that assure the interdisciplinarity and technological oriented target.
About project:
17/03/2024
The official website started working
25/03/2024
seminar of Prof. Jesus Zuniga-Perez at Warsaw University
26/03/2024
Official consortium meeting at Warsaw University
Optical processors designs
Design of integration of mikro-LED arrays
Non-linear effects in single waveguide
Alternative network designs
Integration of mikro-LED arrays
Nonlinear waveguides arrays
Electro-optic reconfigurable optical neural network
Performance of a PNN for biomarker analysis
Polaritonic processor integrated onto a CMOS-compatible wafer
All-optical integrated reservoir computer
Warsaw University, Advanced Photonics Laboratory- CNR Nanotec, Center for Theoretical Physics and Institute of Physics , Université Cote d’Azur, CNRS, CRHEA, Majulab, International Research Laboratory, Nanyang Technological University, Institute of High Pressure Physics Polish Academy of Sciences "UNIPRESS", Bright Solutions Company, Ospedale San Raffaele
This project has received funding from the European Union's Horizon Europe EIC Pathfinder open action under the grant agreement No. 101130304 (PolArt).