Kafnets: Kernel-based non-parametric activation functions for neural networks.
Simone ScardapaneSteven Van VaerenberghSimone TotaroAurelio UnciniPublished in: Neural Networks (2019)
Keyphrases
- activation function
- neural network
- back propagation
- artificial neural networks
- feed forward
- feed forward neural networks
- hidden layer
- neural nets
- feedforward neural networks
- hidden neurons
- learning rate
- multilayer perceptron
- radial basis function
- connection weights
- network architecture
- neural architecture
- basis functions
- training phase
- hidden nodes
- kernel methods
- pattern recognition
- fault diagnosis
- multi layer perceptron
- support vector
- recurrent neural networks
- neural network model
- global exponential stability
- genetic algorithm
- artificial intelligence
- fuzzy neural network
- particle swarm optimization
- multi layer