Analog-to-Digital Conversion With Reconfigurable Function Mapping for Neural Networks Activation Function Acceleration.
Massimo GiordanoGiorgio CristianoKoji IshibashiStefano AmbrogioHsinyu TsaiGeoffrey W. BurrPritish NarayananPublished in: IEEE J. Emerg. Sel. Topics Circuits Syst. (2019)
Keyphrases
- activation function
- neural network
- error function
- data conversion
- artificial neural networks
- feed forward neural networks
- back propagation
- hidden layer
- multilayer perceptron
- feed forward
- sigmoid function
- learning rate
- hidden neurons
- feedforward neural networks
- neural nets
- nonlinear functions
- backpropagation algorithm
- radial basis function
- network architecture
- basis functions
- hidden nodes
- fuzzy neural network
- multi layer perceptron
- single layer
- pattern recognition
- hardware implementation
- signal processing
- fault diagnosis
- rbf neural network
- training phase
- genetic algorithm