Nonlinear response of Silicon Photonics microresonators for reservoir computing neural network.
Emiliano StaffoliDavide BazzanellaStefano BiasiGiovanni DonatiMattia MancinelliPaolo BettottiLorenzo PavesiPublished in: CoRR (2023)
Keyphrases
- reservoir computing
- recurrent neural networks
- nonlinear dynamic systems
- neural network
- adaptive neural
- neural model
- feed forward
- auto associative
- artificial neural networks
- feedforward neural networks
- hidden layer
- nonlinear functions
- low cost
- back propagation
- multi layer
- high density
- feed forward neural networks
- pattern recognition
- activation function
- network architecture
- nonlinear dynamics
- lyapunov function
- self organizing maps
- associative memory
- fuzzy artmap
- neural network model