Statistical mechanics, generalisation and regularisation of neural network models
There has been much recent interest in obtaining analytic results for rule learning using a neural network. In this thesis the performance of a simple neural network model learning a rule from noisy examples is calculated using methods of statistical mechanics. The free energy for the model is defin...
| Main Author: | |
|---|---|
| Published: |
University of Edinburgh
1994
|
| Subjects: | |
| Online Access: | http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.649803 |