High accuracy FPGA activation function implementation for neural networks.
Zbigniew HajdukPublished in: Neurocomputing (2017)
Keyphrases
- activation function
- neural network
- high accuracy
- hidden layer
- artificial neural networks
- feed forward neural networks
- hardware implementation
- back propagation
- feed forward
- multilayer perceptron
- neural nets
- backpropagation algorithm
- feedforward neural networks
- hidden neurons
- learning rate
- single hidden layer
- radial basis function
- hidden nodes
- efficient implementation
- training phase
- genetic algorithm
- hidden units
- chaotic neural network
- fuzzy neural network
- pattern recognition
- signal processing
- network architecture
- multi layer perceptron
- machine learning
- field programmable gate array
- single layer
- sigmoid function
- multi layer
- input space
- neural network model
- basis functions
- probabilistic model