Assessing the Memory Ability of Recurrent Neural Networks.
Cheng ZhangQiuchi LiLingyu HuaDawei SongPublished in: ECAI (2020)
Keyphrases
- recurrent neural networks
- feed forward
- neural network
- neural model
- echo state networks
- recurrent networks
- artificial neural networks
- cascade correlation
- feedforward neural networks
- complex valued
- short term memory
- hebbian learning
- nonlinear dynamic systems
- reservoir computing
- chaotic time series
- prior knowledge
- hidden layer
- memory usage
- feed forward neural networks
- learning rate
- memory requirements
- memory size
- main memory
- model selection