Reprogrammable Electro-Optic Nonlinear Activation Functions for Optical Neural Networks.
Ian A. D. WilliamsonTyler W. HughesMomchil MinkovBen BartlettSunil PaiShanhui FanPublished in: CoRR (2019)
Keyphrases
- activation function
- electro optic
- neural network
- nonlinear functions
- synthetic aperture imaging
- automatic target recognition
- feed forward
- artificial neural networks
- back propagation
- neural nets
- feed forward neural networks
- hidden layer
- waveguide
- millimeter wave
- multilayer perceptron
- learning rate
- network architecture
- fuzzy neural network
- multi layer perceptron
- radial basis function
- neural network model
- feedforward neural networks
- basis functions
- rbf neural network
- input space
- training phase
- pattern recognition
- knn
- learning algorithm
- feature extraction
- radar images
- target recognition
- recurrent neural networks
- synthetic aperture radar
- sar images