On the Practical Ability of Recurrent Neural Networks to Recognize Hierarchical Languages.
Satwik BhattamishraKabir AhujaNavin GoyalPublished in: COLING (2020)
Keyphrases
- recurrent neural networks
- neural network
- feed forward
- recurrent networks
- complex valued
- feedforward neural networks
- echo state networks
- long short term memory
- hidden layer
- artificial neural networks
- expressive power
- real world
- reservoir computing
- hebbian learning
- neural model
- cascade correlation
- hierarchical structure
- semi supervised
- language independent
- prior knowledge
- reinforcement learning
- nonlinear dynamic systems
- real time