A New Learning Method for Single Layer Neural Networks Based on a Regularized Cost Function.
Juan A. Suárez-RomeroOscar Fontenla-RomeroBertha Guijarro-BerdiñasAmparo Alonso-BetanzosPublished in: IWANN (1) (2003)
Keyphrases
- cost function
- single layer
- neural nets
- neural network
- objective function
- learning algorithm
- prior knowledge
- probabilistic model
- supervised learning
- activation function
- learning scheme
- fuzzy neural network
- training algorithm
- hidden layer
- rbf neural network
- image quality
- support vector machine
- reinforcement learning
- image segmentation
- genetic algorithm