Performance analysis of nonlinear activation function in convolution neural network for image classification.
Edna Chebet TooLi YujianPius Kwao GadoseySam NjukiFirdaous EssafPublished in: Int. J. Comput. Sci. Eng. (2020)
Keyphrases
- activation function
- image classification
- neural network
- nonlinear functions
- feed forward neural networks
- back propagation
- hidden layer
- artificial neural networks
- feed forward
- neural nets
- hidden neurons
- sigmoid function
- feedforward neural networks
- single hidden layer
- multilayer perceptron
- pattern recognition
- backpropagation algorithm
- fuzzy neural network
- network architecture
- learning rate
- single layer
- hidden nodes
- feature extraction
- multi layer perceptron
- extreme learning machine
- image processing
- bp neural network
- training phase
- recurrent neural networks
- radial basis function
- multi label
- training algorithm
- prediction model
- neural network model
- learning tasks
- feature selection