Implementation of Stochastic Neural Networks for Approximating Random Processes

@inproceedings{Ling2008ImplementationOS,
  title={Implementation of Stochastic Neural Networks for Approximating Random Processes},
  author={Hong Ling},
  year={2008}
}
Artificial Neural Networks (ANNs) can be viewed as a mathematical model to simulate natural and biological systems on the basis of mimicking the information processing methods in the human brain. The capability of current ANNs only focuses on approximating arbitrary deterministic input-output mappings. However, these ANNs do not adequately represent the variability which is observed in the systems' natural settings as well as capture the complexity of the whole system behaviour. This thesis… CONTINUE READING