Calculation of the Sigmoid Activation Function in FPGA Using Rational Fractions.
Pavlo SerhiienkoAnatoliy SergiyenkoSergii TelenykGrzegorz NowakowskiPublished in: ICCS (6) (2024)
Keyphrases
- activation function
- neural network
- artificial neural networks
- hidden layer
- feed forward
- feed forward neural networks
- hardware implementation
- neural nets
- sigmoid function
- back propagation
- learning rate
- network size
- hidden nodes
- multilayer perceptron
- radial basis function
- network architecture
- basis functions
- training phase
- feedforward neural networks
- signal processing
- rbf neural network
- fuzzy neural network
- chaotic neural network
- pattern recognition
- multi layer perceptron
- decision trees
- learning algorithm
- feature vectors
- autoregressive
- dimensionality reduction
- feature extraction
- input space
- imprecise data