Journal of Optical Communications and Networking · 2026 · Journal article

Continual Learning for Optical-Network Soft-Failure Monitoring via Elastic Weight Consolidation

E. Paolini, A. Sgambelluri, Piero Castoldi, L. Valcarenghi, Filippo Ponzini, Teresa Pepe, G. Bottari, P. Iovanna

Date: 2026-08-20
Citations: 0

Cite

@article{paolini2026continual,
  title = {Continual Learning for Optical-Network Soft-Failure Monitoring via Elastic Weight Consolidation},
  author = {E. Paolini and A. Sgambelluri and Piero Castoldi and L. Valcarenghi and Filippo Ponzini and Teresa Pepe and G. Bottari and P. Iovanna},
  year = {2026},
  journal = {Journal of Optical Communications and Networking},
  doi = {10.1364/jocn.606005},
  url = {https://doi.org/10.1364/jocn.606005},
}