Adaptive Classification of Temporal Signals in Fixed-Weight Recurrent Neural Networks: An Existence Proof.
Ivan TyukinDanil V. ProkhorovCees van LeeuwenPublished in: Neural Comput. (2008)
Keyphrases
- recurrent neural networks
- feed forward
- text classification
- machine learning
- reservoir computing
- neural network
- classification accuracy
- artificial neural networks
- decision trees
- pattern recognition
- temporal reasoning
- image classification
- recurrent networks
- complex valued
- eeg signals
- feature space
- support vector machine
- support vector
- feature weights
- feature extraction
- acoustic signals
- nonlinear dynamic systems
- echo state networks
- feedforward neural networks
- hidden layer
- training set
- independent component analysis
- temporal information
- short term
- model selection
- feature vectors