Field Demonstration of Real-Time Optical Network Diagnosis using Deep Neural Network and Telemetry.
Takafumi TanakaSeiki KuwabaraHideki NishizawaTetsuro InuiShoukei KobayashiAkira HiranoPublished in: OFC (2019)
Keyphrases
- neural network
- real time
- fault diagnosis
- network architecture
- radial basis
- network model
- network structure
- growing neural gas
- bp network
- elman network
- optical networks
- neural network structure
- hidden neurons
- hopfield network
- connection weights
- fault detection
- artificial neural networks
- medical diagnosis
- low cost
- wavelet neural network
- single layer
- back propagation
- auto associative
- network traffic
- learning algorithm
- multilayer neural network
- wireless sensor networks
- peer to peer
- self organizing maps
- recurrent networks
- communication networks
- network resources
- feedforward neural networks
- activation function
- network management
- bp neural network
- neural nets