Multicategory nets of single-layer perceptrons: complexity and sample-size issues.
Sarunas RaudysRimantas KybartasEdmundas Kazimieras ZavadskasPublished in: IEEE Trans. Neural Networks (2010)
Keyphrases
- single layer
- sample size
- worst case
- multi layer
- neural nets
- model selection
- neural network
- upper bound
- hopfield neural network
- generalization error
- scalable video coding
- hidden layer
- progressive sampling
- feed forward neural networks
- lower bound
- markov random field
- data points
- np hard
- evolutionary algorithm
- training data
- face recognition