Improvement in Signal Phase Detection Using Deep Learning with Parallel Fully Connected Layers

We report a single-shot phase-detection method using deep learning in a holographic data-storage system. The error rate was experimentally confirmed to be reduced by up to three orders of magnitude compared with that in the conventional phase-determination algorithm by learning the light-intensity d...

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Bibliographic Details
Main Authors: Michito Tokoro, Ryushi Fujimura
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Photonics
Subjects:
Online Access:https://www.mdpi.com/2304-6732/10/9/1006