Beyond weights adaptation: a new neuron model with trainable activation function and its supervised learning.
Youshou WuMingsheng ZhaoXiaoqing DingPublished in: ICNN (1997)
Keyphrases
- neuron model
- activation function
- feed forward
- feed forward neural networks
- supervised learning
- hidden nodes
- neural network
- hidden layer
- back propagation
- artificial neural networks
- spiking neurons
- neural nets
- extreme learning machine
- training set
- learning rate
- reinforcement learning
- learning algorithm
- basis functions
- multilayer perceptron
- active learning
- linear combination
- biologically plausible
- nonlinear functions
- network architecture
- learning tasks
- training examples
- training data
- machine learning
- multi layer
- recurrent neural networks
- fuzzy neural network
- training phase
- training samples
- labeled data
- fuzzy logic
- support vector machine
- genetic algorithm