Photonic delay-based reservoir computers as deep neural network preprocessors

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  FWOEOS20: Photonic Ising Machines

  Van Der Sande, G. (Administrative Promotor) & Verschaffelt, G. (CoI (Co-Promotor))

  1/01/22 → 31/12/25

  Project: Fundamental

  • Photonics 100%
  • Optimization Problem 74%
  • Local Minimum 48%
  • Computing Platform 42%
  • Natural Computing 36%

• FWOAL960: High-speed low-power neuromorphic photonic information processing with chaotic cavities

  Danckaert, J. (Administrative Promotor) & Bienstman, P. (Co-Promotor)

  1/01/20 → 31/12/23

  Project: Fundamental

  • Photonics 100%
  • Reservoir Computing 91%
  • Semiconductor Laser 47%
  • Numerical Simulation 24%
  • Deep Neural Network 20%

• FWOAL906: Space division multiplexing in standard multimode optical fibers using speckle pattern recognition

  Verschaffelt, G. (Administrative Promotor)

  1/01/19 → 31/12/22

  Project: Fundamental

  • Photonics 100%
  • Reservoir Computing 80%
  • Multiplexing 50%
  • Speckle Patterns 44%
  • Semiconductor Laser 38%