---
res:
  bibo_abstract:
  - The inability of conventional electronic architectures to efficiently solve large
    combinatorial problems motivates the development of novel computational hardware.
    There has been much effort toward developing application-specific hardware across
    many different fields of engineering, such as integrated circuits, memristors,
    and photonics. However, unleashing the potential of such architectures requires
    the development of algorithms which optimally exploit their fundamental properties.
    Here, we present the Photonic Recurrent Ising Sampler (PRIS), a heuristic method
    tailored for parallel architectures allowing fast and efficient sampling from
    distributions of arbitrary Ising problems. Since the PRIS relies on vector-to-fixed
    matrix multiplications, we suggest the implementation of the PRIS in photonic
    parallel networks, which realize these operations at an unprecedented speed. The
    PRIS provides sample solutions to the ground state of Ising models, by converging
    in probability to their associated Gibbs distribution. The PRIS also relies on
    intrinsic dynamic noise and eigenvalue dropout to find ground states more efficiently.
    Our work suggests speedups in heuristic methods via photonic implementations of
    the PRIS.@eng
  bibo_authorlist:
  - foaf_Person:
      foaf_givenName: Charles
      foaf_name: Roques-Carmes, Charles
      foaf_surname: Roques-Carmes
      foaf_workInfoHomepage: http://www.librecat.org/personId=e2e68fc9-6505-11ef-a541-eb4e72cc3e82
  - foaf_Person:
      foaf_givenName: Yichen
      foaf_name: Shen, Yichen
      foaf_surname: Shen
  - foaf_Person:
      foaf_givenName: Cristian
      foaf_name: Zanoci, Cristian
      foaf_surname: Zanoci
  - foaf_Person:
      foaf_givenName: Mihika
      foaf_name: Prabhu, Mihika
      foaf_surname: Prabhu
  - foaf_Person:
      foaf_givenName: Fadi
      foaf_name: Atieh, Fadi
      foaf_surname: Atieh
  - foaf_Person:
      foaf_givenName: Li
      foaf_name: Jing, Li
      foaf_surname: Jing
  - foaf_Person:
      foaf_givenName: Tena
      foaf_name: Dubček, Tena
      foaf_surname: Dubček
  - foaf_Person:
      foaf_givenName: Chenkai
      foaf_name: Mao, Chenkai
      foaf_surname: Mao
  - foaf_Person:
      foaf_givenName: Miles R.
      foaf_name: Johnson, Miles R.
      foaf_surname: Johnson
  - foaf_Person:
      foaf_givenName: Vladimir
      foaf_name: Čeperić, Vladimir
      foaf_surname: Čeperić
  - foaf_Person:
      foaf_givenName: John D.
      foaf_name: Joannopoulos, John D.
      foaf_surname: Joannopoulos
  - foaf_Person:
      foaf_givenName: Dirk
      foaf_name: Englund, Dirk
      foaf_surname: Englund
  - foaf_Person:
      foaf_givenName: Marin
      foaf_name: Soljačić, Marin
      foaf_surname: Soljačić
  bibo_doi: 10.1038/s41467-019-14096-z
  bibo_volume: 11
  dct_date: 2020^xs_gYear
  dct_isPartOf:
  - http://id.crossref.org/issn/2041-1723
  dct_language: eng
  dct_publisher: Springer Nature@
  dct_title: Heuristic recurrent algorithms for photonic Ising machines@
...