Leveraging Convolutions in Recurrent Neural Networks for Doppler Weather Radar Echo Prediction.
Sonam SinghSudeshna SarkarPabitra MitraPublished in: ISNN (2) (2017)
Keyphrases
- recurrent neural networks
- weather data
- chaotic time series
- radar signal
- signal processing
- neural network
- prediction accuracy
- complex valued
- feed forward
- meteorological data
- recurrent networks
- echo state networks
- long short term memory
- neural model
- artificial neural networks
- feedforward neural networks
- fourier transform
- long term
- weather prediction
- cascade correlation
- nonlinear dynamic systems
- reservoir computing
- prediction model
- artificial intelligence
- image reconstruction
- weather conditions
- real time
- received signal
- sar imaging
- high frequency