KAF + RSigELU: a nonlinear and kernel-based activation function for deep neural networks.
Serhat KiliçarslanMete CelikPublished in: Neural Comput. Appl. (2022)
Keyphrases
- activation function
- neural network
- nonlinear functions
- artificial neural networks
- feed forward
- feed forward neural networks
- back propagation
- hidden layer
- multilayer perceptron
- learning rate
- neural nets
- backpropagation algorithm
- feedforward neural networks
- hidden neurons
- network architecture
- single hidden layer
- fuzzy neural network
- hidden nodes
- multi layer perceptron
- kernel methods
- single layer
- support vector
- rbf neural network
- radial basis function
- pattern recognition
- neural network model
- hidden units
- extreme learning machine
- sigmoid function
- training phase
- multi layer
- input space
- principal component analysis
- small number
- trained neural network
- support vector machine