Periodic Activation Function and a Modified Learning Algorithm for the Multivalued Neuron.
Igor N. AizenbergPublished in: IEEE Trans. Neural Networks (2010)
Keyphrases
- activation function
- back propagation
- learning algorithm
- learning rate
- neural network
- hidden layer
- feed forward
- artificial neural networks
- single hidden layer
- feed forward neural networks
- neural nets
- training algorithm
- multilayer perceptron
- hidden nodes
- feedforward neural networks
- training data
- bp neural network
- network architecture
- radial basis function
- basis functions
- single neuron
- active learning
- extreme learning machine
- learning tasks
- machine learning algorithms
- convergence rate
- generalization ability
- recurrent neural networks
- decision making
- sigmoid function
- small number
- fuzzy logic
- training examples
- fuzzy neural network
- training set
- weight vector
- expert systems
- reinforcement learning