Dimensionality reduction for the on-chip integration of advanced photonic devices and functionalities.
Daniele MelatiMohsen Kamandar DezfouliYuri GrinbergMuhammad Al-DigeilDan-Xia XuJens H. SchmidPavel ChebenAbi WaqasPaolo ManfrediJianhao ZhangLaurent VivienCarlos Alonso-RamosPublished in: ECOC (2021)
Keyphrases
- dimensionality reduction
- high dimensional
- high speed
- data representation
- high dimensional data
- low dimensional
- structure preserving
- modular design
- low cost
- mobile devices
- feature selection
- principal component analysis
- feature extraction
- feature space
- pattern recognition and machine learning
- principal components
- manifold learning
- data sets
- metric learning
- low power consumption
- physical characteristics
- semi supervised dimensionality reduction
- high density
- smart phones
- high dimensionality
- pattern recognition
- computer vision
- neural network