DNA-like Learning Algorithm of CNN Template Implementing Boolean Functions.
Fangyue ChenGuanrong ChenQinbin HePublished in: ISCAS (2009)
Keyphrases
- boolean functions
- learning algorithm
- membership queries
- linear threshold
- uniform distribution
- monotone boolean functions
- cellular neural networks
- training data
- dnf formulae
- threshold functions
- prime implicants
- machine learning algorithms
- functional properties
- learning problems
- target concept
- relevant variables
- reinforcement learning
- pac learning
- machine learning
- active learning
- training samples
- training examples
- dnf formulas
- binary decision diagrams
- decision trees
- generalization error
- classification algorithm
- polynomial size
- perceptron algorithm
- disjunctive normal form
- supervised learning
- read once formulas
- learning models
- winnow algorithm
- training set