VC Dimension Based Fuzzy Sigmoid Neural Network (VC-FSNN).
Linu PintoSasi GopalanS. SundararajanPublished in: IEEE Conf. on Intelligent Systems (2018)
Keyphrases
- vc dimension
- neural network
- fuzzy logic
- activation function
- upper bound
- sample complexity
- sample size
- fuzzy sets
- lower bound
- vapnik chervonenkis dimension
- statistical learning theory
- inductive inference
- covering numbers
- concept classes
- empirical risk minimization
- concept class
- generalization bounds
- compression scheme
- back propagation
- worst case
- neural network model
- pac learning
- artificial neural networks
- hidden layer
- uniform convergence
- small number
- function classes
- knn
- decision trees