Discovering Symmetry Invariants and Conserved Quantities by Interpreting Siamese Neural Networks.
Sebastian Johann WetzelRoger G. MelkoJoseph ScottMaysum PanjuVijay GaneshPublished in: CoRR (2020)
Keyphrases
- neural network
- pattern recognition
- artificial neural networks
- recurrent neural networks
- self organizing maps
- moment invariants
- fuzzy systems
- fuzzy logic
- fault diagnosis
- neural network model
- planar shapes
- symmetry detection
- multi layer
- phylogenetic analysis
- invariance properties
- sequence alignment
- feed forward
- genetic algorithm
- network architecture
- decision trees
- affine invariant
- competitive learning
- data sets
- multilayer perceptron
- automatically discovering