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H2020Neoteric

H2020: Neoteric

Full Name: Holistic photonic ML paradigms for most challenging imaging applications

Duration: 1/3/2020-1/3/2022

Partners:

  • Universitat Politecnica de Valencia
  • PROPHESEE
  • CERTHCentre for Research & Technology
  • CEA-LETI
  • Teramount
  • IBM
  • UGhent
  • EULAMBIA
  • University of the Aegean

Objective:

  • NEoteRICss primary objective is the generation of holistic photonic machine learning paradigms that will address demanding imaging applications in an unconventional approach providing paramount frame rate increase, classification performance enhancement and orders of magnitude lower power consumption compared to the state-of-the-art machine learning approaches.
  • NEoteRICss implementation stratagem incorporates multiple innovations spanning from the photonic transistor level and extending up to the system architectural level, thus paving new, unconventional routes to neuromorphic performance enhancement.

INTEC's Role:

  • Neuromorphic architectures, training approaches and benchmarking.

Project Web site: https://neoterich2020.eu/

People involved

Publications in the framework of this project (4)

    International Journals

  1. E.J.C. Gooskens, F. Laporte, C. Ma, S. Sackesyn, P. Bienstman, Wavelength Dimension in Waveguide-Based Photonic Reservoir Computing, Optics Express, 30(9), p.15634-15647 doi:10.1364/OE.455774 (2022).
  2. A. Lugnan, E.J.C. Gooskens, J. Vatin, J. Dambre, P. Bienstman, Machine learning issues and opportunities in ultrafast particle classification for label‑free microflow cytometry, Scientific Reports, 10(1), p.1-13 doi:10.1038/s41598-020-77765-w (2020)  Download this Publication (2MB).
      International Conferences

    1. A. Lugnan, S. Sackesyn, C. Ma, E.J.C. Gooskens, M. Gouda, S. Masaad, Joni Dambre, P. Bienstman, Photonic reservoir computing for high-speed neuromorphic computing applications, 2021 IEEE Summer Topicals Meeting Series (invited), Mexico, (2021).
        National Conferences

      1. E.J.C. Gooskens, F. Laporte, S. Sackesyn, C. Ma, P. Bienstman, Wavelength Multiplexing in Photonic Reservoir Computing, Annual Symposium of the IEEE Photonics Society Benelux Chapter, (2021)  Download this Publication (546KB).