Universal Perceptron and DNA-Like Learning Algorithm for Binary Neural Networks: LSBF and PBF Implementations.
Fangyue ChenGuanrong ChenGuolong HeXiubin XuQinbin HePublished in: IEEE Trans. Neural Networks (2009)
Keyphrases
- learning algorithm
- neural network
- back propagation
- learning rules
- neural nets
- pattern recognition
- machine learning
- linear threshold
- dna sequences
- machine learning algorithms
- perceptron algorithm
- neural network structure
- dna computing
- artificial neural networks
- multi valued
- rbf network
- training data
- sample complexity
- fault diagnosis
- training algorithm
- hidden layer
- multilayer perceptron
- hamming distance
- learning problems
- genetic algorithm
- self organizing maps
- training examples
- multilayer neural network
- generalization ability
- learning tasks
- reinforcement learning
- training samples
- supervised learning
- online algorithms
- pairwise
- fuzzy logic
- activation function
- feature space
- non binary
- maximum margin
- recurrent neural networks
- learning scheme
- microarray
- radial basis function