Deep, complex, invertible networks for inversion of transmission effects in multimode optical fibres

Oisín Moran, Piergiorgio Caramazza, Daniele Faccio, Roderick Murray-Smith

Nov-20-2025, 14:36:43 GMT–Neural Information Processing Systems

The experimental data is used to train complex-weighted models with a range of regularisation approaches.

artificial intelligence, fibre, machine learning, (17 more...)

Neural Information Processing Systems

Nov-20-2025, 14:36:43 GMT

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Country:
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- North America > Canada
  - Quebec > Montreal (0.04)

Technology:
- Information Technology
  - Artificial Intelligence > Machine Learning
    - Neural Networks > Deep Learning (0.68)
  - Sensing and Signal Processing > Image Processing (0.70)

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Deep, complex, invertible networks for inversion of transmission effects in multimode optical fibres
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