Programmable, high-speed all-optical nonlinear activation functions for neuromorphic photonics.
Aashu JhaChaoran HuangPaul R. PrucnalPublished in: OFC (2021)
Keyphrases
- machine learning
- activation function
- high speed
- neural network
- nonlinear functions
- neural architecture
- artificial neural networks
- feed forward
- back propagation
- neural nets
- hidden layer
- learning rate
- radial basis function
- basis functions
- fuzzy neural network
- multilayer perceptron
- network architecture
- real time
- fuzzy logic
- multi layer perceptron
- hidden nodes
- convergence rate
- latent variables
- decision making