A neuron model with trainable activation function (TAF) and its MFNN supervised learning.
Youshou WuMingsheng ZhaoPublished in: Sci. China Ser. F Inf. Sci. (2001)
Keyphrases
- neuron model
- activation function
- supervised learning
- feed forward
- feed forward neural networks
- neural network
- hidden layer
- back propagation
- artificial neural networks
- neural nets
- learning algorithm
- spiking neurons
- semi supervised
- training data
- learning rate
- machine learning
- learning tasks
- training set
- recurrent neural networks
- active learning
- multilayer perceptron
- class labels
- training examples
- radial basis function
- training samples
- unlabeled data
- network architecture
- multi layer perceptron
- labeled data
- basis functions
- linear combination
- fuzzy neural network
- training phase
- pairwise