Space division multiplexing in standaard multimode optische vezels op basis van het herkennen van speckle patronen

Onderzoeksoutput

Onderzoeksoutput per jaar 2019 2019 2020 2021 2022 2023 2024

• 11 Article
• 6 Conference paper
• 3 Poster
• 2 Patent

Onderzoeksoutput per jaar

Onderzoeksoutput per jaar

Zoekresultaten

• 2024

  Improving photonic Ising machines: a guide to reaching the ground state

  Lamers, J., Verschaffelt, G. & Van Der Sande, G., 2024, (Accepted/In press) IEEE Photonics Benelux Annual Symposium 2023. IEEE, 4 blz.

  Onderzoeksoutput: Conference paper
• 2023

  How to Boost Ising Machines' Ability to Find Optimum Solutions: a Bifurcation Analysis

  Lamers, J., Verschaffelt, G. & Van Der Sande, G., 2023, 2023 International Conference on Photonics in Switching and Computing (PSC). IEEE, 3 blz. (2023 International Conference on Photonics in Switching and Computing, PSC 2023).

  Onderzoeksoutput: Conference paper

  • Ground state 100%
  • Photonics 38%
  • Annealing 33%
  • NP-hard 32%

• How to Boost Ising Machines' Ability to Find Optimum Solutions: a Bifurcation Analysis

  Lamers, J., Verschaffelt, G. & Van Der Sande, G., 2023.

  Onderzoeksoutput: Poster

• Photonic delay-based reservoir computers as deep neural network preprocessors

  Bauwens, I., Van Der Sande, G., Bienstman, P. & Verschaffelt, G., 30 jun 2023.

  Onderzoeksoutput: Poster

  • semiconductor 100%
  • energy consumption 82%
  • transform 71%
  • laser 69%
  • speed 60%

• Photonic delay-based reservoir computers as deep neural network preprocessors

  Bauwens, I., Van Der Sande, G., Bienstman, P. & Verschaffelt, G., 30 jun 2023, Conference on Lasers and Electro-Optics/Europe (CLEO/Europe 2023). blz. 8-8 1 blz.

  Onderzoeksoutput: Conference paper

  • semiconductor 100%
  • energy consumption 82%
  • transform 71%
  • laser 69%
  • speed 60%

• Transfer learning for photonic delay-based reservoir computing to compensate parameter drift

  Bauwens, I., Harkhoe, K. K., Bienstman, P., Verschaffelt, G. & Van Der Sande, G., 1 mrt 2023, In: Nanophotonics. 12, 5, blz. 949-961 13 blz.

  Onderzoeksoutput: Article › peer review

  Open Access

  Bestand

  • Optics and Photonics 100%
  • Transfer learning 76%
  • Photonics 73%
  • Machine Learning 72%
  • learning 69%
  4 Citaten (Scopus)

  27 Downloads (Pure)
• 2022

  Impact of phase modulation on the performance of photonic delay-based reservoir computing with semiconductor lasers

  Bauwens, I., Harkhoe, K. K., Bienstman, P., Verschaffelt, G. & Van Der Sande, G., 25 mei 2022, Proceedings of SPIE. Broderick, N. G. R., Dudley, J. M. & Peacock, A. C. (redactie). SPIE, Vol. 12143. blz. 144-151 7 blz. 121430L. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 12143).

  Onderzoeksoutput: Conference paper

  • Phase modulation 100%
  • Semiconductor lasers 98%
  • Photonics 90%
  • Modulators 81%
  • Mach number 46%

• Influence of the input signal’s phase modulation on the performance of optical delay-based reservoir computing using semiconductor lasers

  Bauwens, I., Harkhoe, K. K., Bienstman, P., Van Der Sande, G. & Verschaffelt, G., 11 apr 2022, In: Opt. Express. 30, 8, blz. 13434-13446 13 blz., OE.449508.

  Onderzoeksoutput: Article › peer review

  Open Access

  • phase modulation 100%
  • semiconductor lasers 78%
  • modulators 58%
  • performance 44%
  • simulation 25%
  19 Citaten (Scopus)

• Robust beam width estimation with sub-pixel resolution in uncontrolled imaging conditions

  Verhulst, P., Verschaffelt, G. & Paesen, R., 25 nov 2022, Proceedings of IEEE Photonics Benelux Symposium 2022. IEEE/LEOS Benelux Chapter, blz. 217-220 4 blz.

  Onderzoeksoutput: Conference paper

  • pixels 100%
  • laser beams 33%
  • evaluation 19%
  • image analysis 16%
  • safety 14%

• Robust beam width estimation with sub-pixel resolution in uncontrolled imaging conditions

  Verhulst, P., Verschaffelt, G. & Paesen, R., 25 nov 2022.

  Onderzoeksoutput: Poster

  • Laser beams 100%
  • Imaging techniques 67%
  • Pixels 65%
  • Image analysis 27%
  • Lighting 23%

• Robust beam width estimation with sub-pixel resolution in uncontrolled imaging conditions

  Verhulst, P., Verschaffelt, G. & Paesen, R., 20 dec 2022, In: Applied Optics. 61, 36, blz. 10807-10818 12 blz.

  Onderzoeksoutput: Article › peer review

  Open Access

  • Laser beams 100%
  • pixels 70%
  • Imaging techniques 67%
  • Pixels 65%
  • Lighting 35%
  1 Citaat (Scopus)

• Using photonic reservoirs as preprocessors for deep neural networks

  Bauwens, I., Van Der Sande, G., Bienstman, P. & Verschaffelt, G., 24 nov 2022, In: Frontiers in Physics. 10, 3389, blz. 1-14 14 blz., 1051941.

  Onderzoeksoutput: Article › peer review

  Open Access

  • Photonics 100%
  • Optics and Photonics 96%
  • Deep neural networks 60%
  • Neural Networks 58%
  • photonics 42%
  6 Citaten (Scopus)
• 2021

  Neuro-inspired Computing with Spin-VCSELs

  Harkhoe, K. K., Verschaffelt, G. & Van Der Sande, G., mei 2021, In: Applied Sciences. 11, 9, 12 blz., 4232.

  Onderzoeksoutput: Article › peer review

  Open Access

  Bestand

  • Surface emitting lasers 100%
  • Nonlinear Dynamics 27%
  • Time 25%
  • Time delay 23%
  • Modulation 21%
  17 Citaten (Scopus)

  39 Downloads (Pure)

• Order-of-magnitude differences in computational performance of analog Ising machines induced by the choice of nonlinearity

  Böhm, F., Van Vaerenbergh, T., Verschaffelt, G. & Van Der Sande, G., 1 jul 2021, In: Communications Physics. 4, 1, 149.

  Onderzoeksoutput: Article › peer review

  Open Access

  Bestand

  • transfer functions 100%
  • analogs 80%
  • nonlinearity 76%
  • inhomogeneity 50%
  • performance 44%
  32 Citaten (Scopus)

  245 Downloads (Pure)

• Photonic Reservoir Computer with Output Expansion for Unsupervized Parameter Drift Compensation

  Pauwels, J., Van der Sande, G., Verschaffelt, G. & Massar, S., 26 jul 2021, In: Entropy. 23, 8, 19 blz., 955.

  Onderzoeksoutput: Article › peer review

  Open Access

  Bestand

  • Photonics 100%
  • Neurons 57%
  • Neuron 48%
  • Compensation and Redress 47%
  • neurons 46%
  4 Citaten (Scopus)

  93 Downloads (Pure)

• Time-multiplexed optical systems for reservoir computing and coherent Ising machines

  Van Der Sande, G., Böhm, F., Harkhoe, K. K., Pauwels, J., Bienstman, P., Van Vaerenbergh, T. & Verschaffelt, G., 2021, PROCEEDINGS OF THE SOCIETY OF PHOTO-OPTICAL INSTRUMENTATION ENGINEERS (SPIE). Volpe, G., Pereira, J. B., Brunner, D. & Ozcan, A. (redactie). SPIE, Vol. 11804. 9 blz. 118041Q. (Emerging Topics in Artificial Intelligence (ETAI)).

  Onderzoeksoutput: Conference paper

  • Semiconductor lasers 100%
  • Photonics 92%
  • Optical systems 91%
  • Multiplexing 82%
  • Large scale systems 69%
• 2020

  Demonstrating delay-based reservoir computing using a compact photonic integrated chip

  Harkhoe, K. K., Verschaffelt, G., Katumba, A., Bienstman, P. & Van Der Sande, G., 3 feb 2020, In: Optics Express. 28, 3, blz. 3086-3096 11 blz.

  Onderzoeksoutput: Article › peer review

  Open Access

  Bestand

  • chips 100%
  • photonics 86%
  • delay lines 46%
  • integrated circuits 39%
  • performance 37%
  63 Citaten (Scopus)

  176 Downloads (Pure)

• Space division multiplexing method and system using speckle pattern recognition in multi-mode optical fibres

  Verschaffelt, G., Van Der Sande, G. & Pauwels, J., 2020, Octrooi Nr. WO2020020991

  Onderzoeksoutput: Patent

  • Pattern Recognition 100%
  • Optical 74%
  • Fiber 64%
  • Plurality 49%
  • Modulation 28%

• Space division multiplexing method and system using speckle pattern recognition in multi-mode optical fibres

  Verschaffelt, G., Van Der Sande, G. & Pauwels, J., 2020, Octrooi Nr. EP3599730

  Onderzoeksoutput: Patent

  • Pattern Recognition 100%
  • Optical 74%
  • Fiber 64%
  • Plurality 49%
  • Modulation 28%
• 2019

  Distributed nonlinearity in all-optical fiber-ring reservoir computer

  Pauwels, J., Verschaffelt, G., Massar, S. & Van Der Sande, G., 3 okt 2019, In: Frontiers in Physics. 7, 138.

  Onderzoeksoutput: Article › peer review

  Open Access

  Bestand

  • Optical Fiber 100%
  • Optical Fibers 97%
  • Electrooptical Effect 97%
  • Optical Kerr effect 71%
  • Optical fibers 70%
  20 Citaten (Scopus)

  55 Downloads (Pure)

• Optical Feedback Sensitivity of a Semiconductor Ring Laser with Tunable Directionality

  Verschaffelt, G., Khoder, M. & Van Der Sande, G., dec 2019, In: Photonics. 6, 4, blz. 1-11 11 blz., 112.

  Onderzoeksoutput: Article › peer review

  Open Access

  Bestand

  • Optical feedback 100%
  • Ring lasers 88%
  • Semiconductor Lasers 73%
  • ring lasers 64%
  • Semiconductor materials 51%
  9 Citaten (Scopus)

  110 Downloads (Pure)

• Space division multiplexing in standard multi-mode optical fibers based on speckle pattern classification

  Pauwels, J., Van Der Sande, G. & Verschaffelt, G., 26 nov 2019, In: Scientific Reports - Nature. 9, 1, blz. 1-9 9 blz., 17597.

  Onderzoeksoutput: Article › peer review

  Open Access

  • Optical Fibers 100%
  • Telecommunications 48%
  22 Citaten (Scopus)