Fotonische Ising Machines

Zoekresultaten

• 2024

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

  Lamers, J., Verschaffelt, G. & Van Der Sande, G., 2024, IEEE Photonics Benelux Annual Symposium 2023. IEEE, 4 blz.

  Onderzoeksoutput: Conference paper

  Open Access

• Improving photonic Ising machines by way of a stability analysis of steady states

  Lamers, J., Verschaffelt, G. & Van Der Sande, G., 2024, SPIE Digital Library. SPIE, 4 blz.

  Onderzoeksoutput: Conference paper

• 2023

  Comparison of annealing methods for photonics Ising machines

  Sevenants, T., Verschaffelt, G. & Van Der Sande, G., 23 nov. 2023, IEEE photonics BENELUX conference proceedings. IEEE, 4 blz.

  Onderzoeksoutput: Conference paper

  Bestand

  • Computing Platform 100%
  • Optimization Problem 100%
  • Benchmark Problem 100%
  • Local Minimum 100%
  • Natural Computing 100%

  74 Downloads (Pure)

• 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

  • Photonics 100%
  • Deep Neural Network 100%
  • Short Term Memory 100%
  • Preprocessor 42%
  • Time Series 16%

• 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

  • Optimization Problem 100%
  • Optimum Solution 100%
  • Physical Implementation 50%
  • Local Minimum 50%

  1 Citaat (Scopus)

• 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

  • Photonics 100%
  • Reservoir Computing 100%
  • Semiconductor Laser 50%
  • Numerical Simulation 50%

• 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

  • Photonics 100%
  • Deep Neural Network 100%
  • Reservoir Computing 50%
  • Semiconductor Laser 25%
  • Numerical Simulation 25%

• Stability analysis of photonic Ising machines

  Lamers, J., Verschaffelt, G. & Van Der Sande, G., 2023, 2023 Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC). IEEE, 1 blz. (2023 Conference on Lasers and Electro-Optics Europe and European Quantum Electronics Conference, CLEO/Europe-EQEC 2023).

  Onderzoeksoutput: Conference paper

  • Photonics 100%
  • Stability Analysis 100%
  • Ground State 100%
  • Optimization Problem 100%
  • Natural System 100%

• 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

  • Machine Learning 100%
  • Photonics 100%
  • Optics 33%
  • Polariton 33%
  • Spin System 33%