Temporal Subsampling Diminishes Small Spatial Scales in Recurrent Neural Network Emulators of Geophysical Turbulence.
Timothy A. SmithStephen G. PennyJason A. PlattTse-Chun ChenPublished in: CoRR (2023)
Keyphrases
- recurrent neural networks
- neural network
- complex valued
- recurrent networks
- neural model
- feed forward
- reservoir computing
- temporal information
- echo state networks
- small number
- spatial and temporal
- hidden layer
- long short term memory
- virtual machine
- spatio temporal
- artificial neural networks
- temporal data
- temporal constraints
- viterbi algorithm
- ensemble methods
- neural network structure
- nonlinear dynamic systems
- real time