Improving the learning speed of 2-layer neural networks by choosing initial values of the adaptive weights.
Derrick NguyenBernard WidrowPublished in: IJCNN (1990)
Keyphrases
- learning speed
- initial values
- feed forward neural networks
- neural network
- activation function
- multi layer
- hidden nodes
- rbf network
- back propagation
- artificial neural networks
- membership functions
- hidden layer
- fuzzy logic
- single layer
- feed forward
- neural nets
- pattern recognition
- fuzzy model
- radial basis function
- genetic algorithm
- synaptic weights
- extreme learning machine
- training phase
- multilayer perceptron
- basis functions
- learning algorithm
- fuzzy systems
- linear combination
- high dimensional
- feature space
- data analysis