A Constant Learning Rate Self-Organizing Map (CLRSOM) Learning Algorithm.
Vikas ChaudharyR. S. BhatiaAnil K. AhlawatPublished in: J. Inf. Sci. Eng. (2015)
Keyphrases
- learning rate
- self organizing maps
- learning algorithm
- neural network
- convergence rate
- hidden layer
- learning vector quantization
- som neural network
- multilayer neural networks
- rapid convergence
- unsupervised learning
- activation function
- adaptive learning rate
- active learning
- convergence speed
- delta bar delta
- growing self organizing map
- input data
- k means
- machine learning
- reinforcement learning
- supervised learning
- genetic algorithm
- decision trees
- convergence theorem
- training data
- pattern recognition
- probabilistic neural network
- perceptron algorithm
- weight vector
- learning process
- fuzzy neural network
- training algorithm
- data mining