Adaptive all-optical sigmoid activation functions for Photonic Neural Networks using Fabry-Perot laser diodes under optical injection.
Petar AtanasijevicChristos PappasMladen BanovicJasna V. CrnjanskiApostolos TsakyridisMiltiadis Moralis-PegiosKonstantinos VyrsokinosMarko M. KrsticPeda MihailovicSlobodan PetricevicNikos PlerosDejan M. GvozdicPublished in: OFC (2024)
Keyphrases
- activation function
- neural network
- feed forward
- artificial neural networks
- fiber optic
- back propagation
- hidden layer
- neural nets
- feed forward neural networks
- multilayer perceptron
- learning rate
- connection weights
- neural architecture
- hidden neurons
- radial basis function
- physical characteristics
- network architecture
- feedforward neural networks
- multi layer perceptron
- sigmoid function
- training phase
- fuzzy neural network
- basis functions
- artificial intelligence
- hidden nodes
- multi layer
- neural network model
- supervised learning
- high dimensional