Towards fully integrated photonic backpropagation training and inference using on-chip nonlinear activation and gradient functions.
Farshid AshtianiMohamad Hossein IdjadiPublished in: CoRR (2023)
Keyphrases
- back propagation
- fully integrated
- training algorithm
- feedforward neural networks
- feed forward neural networks
- backpropagation algorithm
- neural network
- artificial neural networks
- multilayer perceptron neural network
- feed forward
- error back propagation
- multilayer neural network
- learning algorithm
- bp neural network
- neural nets
- weight update
- hidden layer
- multilayer perceptron
- backpropagation neural network
- bp algorithm
- nonlinear functions
- levenberg marquardt
- backpropagation neural networks
- rbf network
- training process
- activation function
- extreme learning machine
- multi layer
- fuzzy logic
- workflow management
- basis functions
- genetic algorithm