Constructive learning of recurrent neural networks: limitations of recurrent cascade correlation and a simple solution.
C. Lee GilesDong ChenGuo-Zheng SunHsing-Hen ChenYee-Chun LeeMark W. GoudreauPublished in: IEEE Trans. Neural Networks (1995)
Keyphrases
- recurrent neural networks
- cascade correlation
- echo state networks
- constructive learning
- neural network
- feed forward
- constructive neural networks
- long short term memory
- recurrent networks
- feedforward neural networks
- artificial neural networks
- hidden layer
- complex valued
- reservoir computing
- hebbian learning
- back propagation
- nonlinear dynamic systems
- neural model
- mathematical model
- linear equations
- neural models
- closed form
- optimal solution
- machine learning
- data mining