Variance Preserving Initialization for Training Deep Neuromorphic Photonic Networks with Sinusoidal Activations

Nikolaos Passalis, George Mourgias-Alexandris, Apostolos Tsakyridis, Nikos Pleros, Anastasios Tefas. Variance Preserving Initialization for Training Deep Neuromorphic Photonic Networks with Sinusoidal Activations. In IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2019, Brighton, United Kingdom, May 12-17, 2019. pages 1483-1487, IEEE, 2019. [doi]

@inproceedings{PassalisMTPT19,
  title = {Variance Preserving Initialization for Training Deep Neuromorphic Photonic Networks with Sinusoidal Activations},
  author = {Nikolaos Passalis and George Mourgias-Alexandris and Apostolos Tsakyridis and Nikos Pleros and Anastasios Tefas},
  year = {2019},
  doi = {10.1109/ICASSP.2019.8682218},
  url = {https://doi.org/10.1109/ICASSP.2019.8682218},
  researchr = {https://researchr.org/publication/PassalisMTPT19},
  cites = {0},
  citedby = {0},
  pages = {1483-1487},
  booktitle = {IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2019, Brighton, United Kingdom, May 12-17, 2019},
  publisher = {IEEE},
  isbn = {978-1-4799-8131-1},
}