A new convex objective function for the supervised learning of single-layer neural networks.
Oscar Fontenla-RomeroBertha Guijarro-BerdiñasBeatriz Pérez-SánchezAmparo Alonso-BetanzosPublished in: Pattern Recognit. (2010)
Keyphrases
- single layer
- neural network
- supervised learning
- objective function
- multi layer
- neural nets
- activation function
- extreme learning machine
- feed forward neural networks
- multiple layers
- learning tasks
- optimal solution
- training data
- hopfield neural network
- fuzzy logic
- hidden layer
- artificial neural networks
- training set
- linear programming
- genetic algorithm
- convex optimization
- back propagation
- feed forward
- multilayer perceptron
- reinforcement learning
- machine learning
- active learning
- learning algorithm
- training algorithm
- neural network model
- fault diagnosis
- probabilistic model