High-dimensional encryption in optical fibers using spatial modes of light and machine learning.
Michelle L. J. LollieFatemeh MostafaviNarayan BhusalMingyuan HongChenglong YouRoberto de J. León-MontielOmar S. Magaña-LoaizaMario Alan Quiroz-JuárezPublished in: Mach. Learn. Sci. Technol. (2022)
Keyphrases
- machine learning
- high dimensional
- light scattering
- spatial data
- white light
- refractive index
- spatio temporal
- machine learning methods
- text classification
- feature space
- dimensionality reduction
- data analysis
- pattern recognition
- spatial information
- computer vision
- multi dimensional
- spatial and temporal
- knowledge acquisition
- laser beam
- natural language processing
- long period
- encryption algorithms
- digital holography
- feature selection
- variable selection
- machine learning algorithms
- white light interferometry
- learning algorithm
- decision trees
- supervised learning
- nearest neighbor
- similarity search
- liquid crystal
- active learning
- wireless sensor networks
- data points
- light intensity
- support vector machine
- fiber optic
- cross sections
- spatial correlation
- high dimensional data
- human brain
- spatial databases