ProdSumNet: reducing model parameters in deep neural networks via product-of-sums matrix decompositions.
Chai Wah WuPublished in: CoRR (2018)
Keyphrases
- neural network
- singular value decomposition
- binary matrix
- pattern recognition
- fuzzy logic
- back propagation
- life cycle
- singular values
- feed forward
- genetic algorithm
- binary matrices
- neural network model
- multilayer perceptron
- production planning
- low rank
- product design
- hopfield neural network
- linear algebra
- recurrent neural networks
- fault diagnosis
- artificial neural networks
- fuzzy systems
- neural nets
- product development
- self organizing maps
- product information
- unsupervised learning
- decomposition methods
- matrix decomposition
- probability distribution
- singular vectors