Regularization and Complexity Control in Feed-forward Networks

Part of book or chapter of book, Contribution for newspaper or weekly magazine English OPEN
Bishop, C. M. (1995)
  • Publisher: EC2 et Cie

In this paper we consider four alternative approaches to complexity control in feed-forward networks based respectively on architecture selection, regularization, early stopping, and training with noise. We show that there are close similarities between these approaches... View more
  • Metrics
    0
    views in OpenAIRE
    0
    views in local repository
    84
    downloads in local repository

    The information is available from the following content providers:

    From Number Of Views Number Of Downloads
    Aston Publications Explorer - IRUS-UK 0 84
Share - Bookmark