Fuzzy clustering improves convergence of the backpropagation algorithm.
Adel M. AbunawassOpinderjit Singh BhellaMin DingWeiqun LiPublished in: SAC (1998)
Keyphrases
- fuzzy clustering
- backpropagation algorithm
- backpropagation learning algorithm
- back propagation
- neural network
- feedforward neural networks
- fuzzy c means
- multilayer perceptron
- fuzzy clustering algorithm
- feed forward neural networks
- hidden layer
- fuzzy clustering method
- learning rate
- rbf neural network
- membership functions
- fuzzy c means algorithm
- clustering algorithm
- fuzzy clustering algorithms
- activation function
- convergence rate
- artificial neural networks
- recurrent neural networks
- cluster analysis
- multi layer perceptron
- possibilistic clustering
- fuzzy c means clustering algorithm
- convergence speed
- feed forward
- fuzzy sets
- data mining
- machine learning