Fast Approximations of Activation Functions in Deep Neural Networks when using Posit Arithmetic.
Marco CococcioniFederico RossiEmanuele RuffaldiSergio SaponaraPublished in: Sensors (2020)
Keyphrases
- activation function
- neural network
- feed forward
- back propagation
- artificial neural networks
- feed forward neural networks
- hidden layer
- hidden neurons
- neural architecture
- multilayer perceptron
- neural nets
- connection weights
- feedforward neural networks
- radial basis function
- network architecture
- learning rate
- multi layer perceptron
- hidden nodes
- pattern recognition
- training phase
- neural network model
- fuzzy neural network
- hardware implementation
- fuzzy logic
- support vector machine
- decision making