Deep Bidirectional and Unidirectional LSTM Recurrent Neural Network for Network-wide Traffic Speed Prediction.
Zhiyong CuiRuimin KeYinhai WangPublished in: CoRR (2018)
Keyphrases
- recurrent neural networks
- recurrent networks
- long short term memory
- network traffic
- feed forward
- chaotic time series
- neural network structure
- neural network
- hebbian learning
- real time
- reservoir computing
- internet traffic
- traffic analysis
- artificial neural networks
- complex valued
- network structure
- telecommunication networks
- hidden layer
- transportation networks
- feedforward neural networks
- network resources
- neural model
- vehicle speed
- echo state networks
- network management
- origin destination
- artificial intelligence
- wireless sensor networks
- back propagation
- internet service providers
- prediction model
- road network
- network devices
- decision making
- intermediate nodes
- traffic load
- connection weights
- intrusion detection
- network layer
- network architecture
- traffic flow