Neuromorfe fotonische informatieverwerking met hoge snelheid en laag vermogenverbruik met chaotische caviteiten

Onderzoeksoutput

Onderzoeksoutput per jaar 2020 2022 2023 2024

• 14 Conference paper
• 6 Poster
• 6 Article
• 1 Unpublished abstract

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 › Research
• 2023

  How photonic reservoirs improve the performance of deep neural networks

  Bauwens, I., Van Der Sande, G., Bienstman, P. & Verschaffelt, G., 24 nov 2023, Proceedings of the 27th Annual Symposium of the IEEE Photonics Society Benelux Chapter. IEEE Photonics Benelux Chapter, blz. 1-4 4 blz.

  Onderzoeksoutput: Conference paper › Research

  • Photonics 100%
  • Deep neural networks 84%
  • Long short-term memory 16%
  • Time series 12%
  • Energy utilization 10%

• Improving the performance of photonic delay-based reservoir computing by phase modulating the input signal

  Bauwens, I., Harkhoe, K. K., Bienstman, P., Verschaffelt, G. & Van Der Sande, G., 30 jun 2023, Conference on Lasers and Electro-Optics/Europe – European Quantum Electronics Conference. IEEE, blz. 5-5 1 blz.

  Onderzoeksoutput: Conference paper › Research

  • Photonics 100%
  • Modulators 89%
  • Semiconductor lasers 54%
  • Mach number 42%
  • Time series 37%

• 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 › Research

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

• Ultrafast Boltzmann Sampling using Photonic Ising Machines for Machine Learning

  Van Der Sande, G., Böhm, F., Alonso-Urquijo Iruarrizaga, D. & Verschaffelt, G., 2023, Conference on Lasers and Electro-Optics/Europe (CLEO/Europe 2023) and European Quantum Electronics Conference (EQEC 2023). Optica Publishing Group, 1 blz. jsiii_1_2. (Technical Digest Series).

  Onderzoeksoutput: Conference paper › Research

  • Photonics 100%
  • Optical parametric oscillators 89%
  • Machine learning 64%
  • Sampling 61%
  • Hamiltonians 51%
• 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 › Research

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

• Phase modulation improves performance of delay-based reservoir computing with semiconductor lasers

  Bauwens, I., Harkhoe, K. K., Bienstman, P., Verschaffelt, G. & Van Der Sande, G., 25 nov 2022, Proceedings of the 26th Annual Symposium of the IEEE Photonics Society Benelux Chapter. IEEE Photonics Benelux Chapter, blz. 90-94 4 blz.

  Onderzoeksoutput: Conference paper › Research

  • Phase modulation 100%
  • Semiconductor lasers 98%
  • Modulators 81%
  • Mach number 38%
  • Amplitude modulation 25%

• Phase modulation of the input signal improves performance of reservoir computing

  Bauwens, I., Harkhoe, K. K., Bienstman, P., Verschaffelt, G. & Van Der Sande, G., 18 nov 2022, IEEE Photonics Conference 2022. Vancouver: IEEE, blz. 1-2 2 blz. WP16

  Onderzoeksoutput: Conference paper › Research

  • Phase modulation 100%
  • Semiconductor lasers 98%
  • Modulation 61%
  • Lasers 60%
  • Feedback 50%

• 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%
• 2021

  Compact and inexpensive photonic Ising machines based on optoelectronic oscillators

  Van Der Sande, G., Böhm, F., Van Vaerenbergh, T. & Verschaffelt, G., 2021, OSA Technical Digest (Optica Publishing Group, 2021). Optica Publishing Group, 3 blz. paper M3B.4

  Onderzoeksoutput: Conference paper › Research

  • Optoelectronic devices 100%
  • Photonics 98%
  • Experiments 30%

• 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 › Research

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

  Integrated Photonic Delay-lasers for reservoir computing

  Van Der Sande, G., Harkhoe, K. K., Katumba, A. & Bienstman, P., 2 mrt 2020, Proceedings SPIE 11274: Physics and Simulation of Optoelectronics Devices XXVIII. Witzigmann, B., Osinski, M. & Arakawa, Y. (redactie). 112740D redactie SPIE, Vol. 11274. 112740D

  Onderzoeksoutput: Conference paper › Research

  • Photonics 100%
  • Lasers 65%
  • Space optics 32%
  • Semiconductor lasers 27%
  • Electric delay lines 25%
  4 Citaten (Scopus)

• Photonic coherent reservoir computer based on fiber-ring with distributed nonlinearity

  Pauwels, J., Verschaffelt, G., Massar, S. & Van Der Sande, G., 1 jan 2020, Semiconductor Lasers and Laser Dynamics IX. Sciamanna, M., Michalzik, R., Panajotov, K. & Hofling, S. (redactie). Vol. 11356. 113560N. (Proceedings of SPIE, the International Society for Optical Engineering).

  Onderzoeksoutput: Conference paper › Research

  • nonlinearity 100%
  • fiber 77%
  • state of the art 22%
  • electronics 21%
  • cavity 15%

• Time-multiplexed photonic reservoir computing

  Van Der Sande, G., Harkhoe, K. K., Pauwels, J. & Verschaffelt, G., 24 feb 2020, Time-multiplexed photonic reservoir computing. Jalali, B. & Kitayama, K. (redactie). SPIE, Vol. 11299. 8 blz. 112990A. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 11299).

  Onderzoeksoutput: Conference paper › Research

  • Photonics 100%
  • Substrates 49%
  • Fibers 47%
  • Semiconductor lasers 43%
  • Optical feedback 29%