Sigmoidal Function Classes for Feedforward Artificial Neural Networks.
Pravin ChandraPublished in: Neural Process. Lett. (2003)
Keyphrases
- feedforward artificial neural networks
- function classes
- vc dimension
- linear functions
- artificial neural networks
- machine learning systems
- upper bound
- sample complexity
- sample size
- lower bound
- inductive inference
- concept classes
- generalization bounds
- worst case
- concept class
- machine learning
- data dependent
- uniform convergence
- learning algorithm
- compression scheme
- pac learning
- euclidean space
- target function
- learning problems
- neural network
- boolean functions
- model selection
- generalization error
- real valued functions