A Parameterizable Activation Function Generator for FPGA-Based Neural Network Applications.
Sam M. H. HoC.-H. Dominic HungHo-Cheung NgMaolin WangHayden Kwok-Hay SoPublished in: FCCM (2017)
Keyphrases
- activation function
- neural network
- hidden layer
- feed forward neural networks
- back propagation
- artificial neural networks
- feed forward
- neural nets
- hidden neurons
- sigmoid function
- connection weights
- learning rate
- single hidden layer
- chaotic neural network
- feedforward neural networks
- basis functions
- multilayer perceptron
- multi layer perceptron
- radial basis function
- network architecture
- genetic algorithm
- hardware implementation
- hidden nodes
- backpropagation algorithm
- rbf neural network
- recurrent neural networks
- pattern recognition
- fuzzy neural network
- fuzzy logic
- training algorithm
- neural network model
- single layer
- extreme learning machine
- fault diagnosis
- bp neural network