On Strange Memory Effects in Long-term Forecasts using Regularised Recurrent Neural Networks.
Arthur LerkeHermann HeßlingPublished in: Int. J. Comput. (2022)
Keyphrases
- recurrent neural networks
- long term
- short term
- neural network
- feed forward
- recurrent networks
- feedforward neural networks
- long short term memory
- reservoir computing
- artificial neural networks
- complex valued
- echo state networks
- nonlinear dynamic systems
- neural model
- memory space
- memory requirements
- historical data
- chaotic time series
- cascade correlation
- hebbian learning
- main memory
- memory usage
- prior knowledge
- learning algorithm