Experimental Investigation of Deep Learning for Digital Signal Processing in Short Reach Optical Fiber Communications.
Boris KaranovMathieu ChagnonVahid ArefFilipe FerreiraDomaniç LaveryPolina BayvelLaurent SchmalenPublished in: SiPS (2020)
Keyphrases
- deep learning
- digital signal processing
- optical fiber
- signal processing
- data flow
- low power
- high sensitivity
- unsupervised learning
- image processing
- unsupervised feature learning
- machine learning
- computer vision and image processing
- mental models
- weakly supervised
- field programmable gate array
- neural network
- power consumption
- active learning
- pattern recognition
- low cost
- image analysis
- learning algorithm