LANN-SVD: A Non-Iterative SVD-Based Learning Algorithm for One-Layer Neural Networks.
Oscar Fontenla-RomeroBeatriz Pérez-SánchezBertha Guijarro-BerdiñasPublished in: IEEE Trans. Neural Networks Learn. Syst. (2018)
Keyphrases
- singular value decomposition
- neural network
- learning algorithm
- back propagation
- multi layer
- singular values
- least squares
- neural network structure
- learning rules
- dimensionality reduction
- single layer
- pattern recognition
- multilayer perceptron
- principal component analysis
- machine learning algorithms
- rbf network
- feed forward neural networks
- generalization ability
- artificial neural networks
- feed forward
- learning scheme
- training samples
- supervised learning
- fuzzy logic
- iterative methods
- self organizing maps
- training algorithm
- feedforward neural networks
- learning rate
- training data
- training examples
- application layer
- recurrent neural networks
- restricted boltzmann machine
- data sets
- reinforcement learning algorithms
- reinforcement learning
- active learning
- learning process
- hidden layer
- machine learning
- genetic algorithm
- control system