Deep learning approach based on dimensionality reduction for designing electromagnetic nanostructures.
Yashar KiarashinejadSajjad AbdollahRamezaniAli AdibiPublished in: CoRR (2019)
Keyphrases
- deep learning
- dimensionality reduction
- unsupervised learning
- unsupervised feature learning
- machine learning
- high dimensional
- feature extraction
- high dimensional data
- principal component analysis
- weakly supervised
- feature selection
- pattern recognition
- data points
- feature space
- restricted boltzmann machine
- mental models
- deep belief networks
- data sets
- domain specific
- image segmentation
- named entities
- active learning
- deep architectures