Hermans M, Antonik P, Haelterman M and Massar S (2016), "Embodiment of Learning in Electro-Optical Signal Processors", Physical Review Letters., sep, 2016. Vol. 117(12) American Physical Society (APS).
BibTeX:
@article{hermans2016embodiment,
  author = {Michiel Hermans and Piotr Antonik and Marc Haelterman and Serge Massar},
  title = {Embodiment of Learning in Electro-Optical Signal Processors},
  journal = {Physical Review Letters},
  publisher = {American Physical Society (APS)},
  year = {2016},
  volume = {117},
  number = {12},
  doi = {10.1103/physrevlett.117.128301}
}
Antonik P, Haelterman M and Massar S (2017), "Brain-Inspired Photonic Signal Processor for Generating Periodic Patterns and Emulating Chaotic Systems", Physical Review Applied., may, 2017. Vol. 7(5) American Physical Society (APS).
BibTeX:
@article{antonik2017brain,
  author = {Piotr Antonik and Marc Haelterman and Serge Massar},
  title = {Brain-Inspired Photonic Signal Processor for Generating Periodic Patterns and Emulating Chaotic Systems},
  journal = {Physical Review Applied},
  publisher = {American Physical Society (APS)},
  year = {2017},
  volume = {7},
  number = {5},
  doi = {10.1103/physrevapplied.7.054014}
}
Antonik P, Duport F, Hermans M, Smerieri A, Haelterman M and Massar S (2017), "Online Training of an Opto-Electronic Reservoir Computer Applied to Real-Time Channel Equalization", IEEE Transactions on Neural Networks and Learning Systems., nov, 2017. Vol. 28(11), pp. 2686-2698. Institute of Electrical and Electronics Engineers (IEEE).
BibTeX:
@article{antonik2017online,
  author = {Piotr Antonik and Francois Duport and Michiel Hermans and Anteo Smerieri and Marc Haelterman and Serge Massar},
  title = {Online Training of an Opto-Electronic Reservoir Computer Applied to Real-Time Channel Equalization},
  journal = {IEEE Transactions on Neural Networks and Learning Systems},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  year = {2017},
  volume = {28},
  number = {11},
  pages = {2686--2698},
  doi = {10.1109/tnnls.2016.2598655}
}
Antonik P, Haelterman M and Massar S (2017), "Online Training for High-Performance Analogue Readout Layers in Photonic Reservoir Computers", Cognitive Computation., mar, 2017. Vol. 9(3), pp. 297-306. Springer Nature.
BibTeX:
@article{antonik2017onlinea,
  author = {Piotr Antonik and Marc Haelterman and Serge Massar},
  title = {Online Training for High-Performance Analogue Readout Layers in Photonic Reservoir Computers},
  journal = {Cognitive Computation},
  publisher = {Springer Nature},
  year = {2017},
  volume = {9},
  number = {3},
  pages = {297--306},
  doi = {10.1007/s12559-017-9459-3}
}
Antonik P, Hermans M, Haelterman M and Massar S (2017), "Random Pattern and Frequency Generation Using a Photonic Reservoir Computer with Output Feedback", Neural Processing Letters., apr, 2017. Vol. 47(3), pp. 1041-1054. Springer Nature.
BibTeX:
@article{antonik2017random,
  author = {Piotr Antonik and Michiel Hermans and Marc Haelterman and Serge Massar},
  title = {Random Pattern and Frequency Generation Using a Photonic Reservoir Computer with Output Feedback},
  journal = {Neural Processing Letters},
  publisher = {Springer Nature},
  year = {2017},
  volume = {47},
  number = {3},
  pages = {1041--1054},
  doi = {10.1007/s11063-017-9628-0}
}
Antonik P, Gulina M, Pauwels J and Massar S (2018), "Using a reservoir computer to learn chaotic attractors, with applications to chaos synchronization and cryptography", Physical Review E., jul, 2018. Vol. 98(1) American Physical Society (APS).
BibTeX:
@article{antonik2018using,
  author = {Piotr Antonik and Marvyn Gulina and Jaƫl Pauwels and Serge Massar},
  title = {Using a reservoir computer to learn chaotic attractors, with applications to chaos synchronization and cryptography},
  journal = {Physical Review E},
  publisher = {American Physical Society (APS)},
  year = {2018},
  volume = {98},
  number = {1},
  doi = {10.1103/physreve.98.012215}
}
Antonik P, Marsal N, Brunner D and Rontani D (2019), "Human action recognition with a large-scale brain-inspired photonic computer", Nature Machine Intelligence., nov, 2019. Springer Science and Business Media LLC.
BibTeX:
@article{antonik2019human,
  author = {Piotr Antonik and Nicolas Marsal and Daniel Brunner and Damien Rontani},
  title = {Human action recognition with a large-scale brain-inspired photonic computer},
  journal = {Nature Machine Intelligence},
  publisher = {Springer Science and Business Media LLC},
  year = {2019},
  doi = {10.1038/s42256-019-0110-8}
}
Antonik P, Marsal N and Rontani D (2020), "Large-Scale Spatiotemporal Photonic Reservoir Computer for Image Classification", IEEE Journal of Selected Topics in Quantum Electronics., jan, 2020. Vol. 26(1), pp. 1-12. Institute of Electrical and Electronics Engineers (IEEE).
BibTeX:
@article{antonik2019large,
  author = {Piotr Antonik and Nicolas Marsal and Damien Rontani},
  title = {Large-Scale Spatiotemporal Photonic Reservoir Computer for Image Classification},
  journal = {IEEE Journal of Selected Topics in Quantum Electronics},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  year = {2020},
  volume = {26},
  number = {1},
  pages = {1--12},
  doi = {10.1109/jstqe.2019.2924138}
}
Antonik P, Marsal N, Brunner D and Rontani D (2020), "Bayesian optimisation of large-scale photonic reservoir computers", arXiv preprint arXiv:2004.02535.
BibTeX:
@article{antonik2020bayesian,
  author = {Antonik, Piotr and Marsal, Nicolas and Brunner, Daniel and Rontani, Damien},
  title = {Bayesian optimisation of large-scale photonic reservoir computers},
  journal = {arXiv preprint arXiv:2004.02535},
  year = {2020}
}
Antonik P, Massar S and Sande GVD (2020), "Photonic reservoir computing using delay dynamical systems", Photoniques., sep, 2020. (104), pp. 45-48. EDP Sciences.
BibTeX:
@article{antonik2020photonic,
  author = {Piotr Antonik and Serge Massar and Guy Van Der Sande},
  title = {Photonic reservoir computing using delay dynamical systems},
  journal = {Photoniques},
  publisher = {EDP Sciences},
  year = {2020},
  number = {104},
  pages = {45--48},
  doi = {10.1051/photon/202010445}
}
Baruah V, Zahedivash A, Hoyt T, McElroy A, Vela D, Buja LM, Cabe A, Oglesby M, Estrada A, Antonik P, Milner TE and Feldman MD (2020), "Automated Coronary Plaque Characterization With Intravascular Optical Coherence Tomography and Smart-Algorithm Approach", JACC: Cardiovascular Imaging., apr, 2020. Elsevier BV.
BibTeX:
@article{baruah2020automated,
  author = {Vikram Baruah and Aydin Zahedivash and Taylor Hoyt and Austin McElroy and Deborah Vela and L. Maximilian Buja and Andrew Cabe and Meagan Oglesby and Arnold Estrada and Piotr Antonik and Thomas E. Milner and Marc D. Feldman},
  title = {Automated Coronary Plaque Characterization With Intravascular Optical Coherence Tomography and Smart-Algorithm Approach},
  journal = {JACC: Cardiovascular Imaging},
  publisher = {Elsevier BV},
  year = {2020},
  doi = {10.1016/j.jcmg.2020.02.022}
}
Nguimdo RM, Antonik P, Marsal N and Rontani D (2020), "Impact of optical coherence on the performance of large-scale spatiotemporal photonic reservoir computing systems", Optics Express., sep, 2020. Vol. 28(19), pp. 27989. The Optical Society.
BibTeX:
@article{nguimdo2020impact,
  author = {Romain Modeste Nguimdo and Piotr Antonik and Nicolas Marsal and Damien Rontani},
  title = {Impact of optical coherence on the performance of large-scale spatiotemporal photonic reservoir computing systems},
  journal = {Optics Express},
  publisher = {The Optical Society},
  year = {2020},
  volume = {28},
  number = {19},
  pages = {27989},
  doi = {10.1364/oe.400546}
}