Sökning: "Nicklas Weman"

Hittade 1 uppsats innehållade orden Nicklas Weman.

  1. 1. Empirical Investigation of the Effect of Pruning Artificial Neural Networks With Respect to Increased Generalization Ability

    Master-uppsats, Institutionen för datavetenskap

    Författare :Nicklas Weman; [2010]
    Nyckelord :Artifical Neural Networks; Pruning; Empirical Investigation; Proben1; Magnitude Based Pruning; Optimal Brain Damage; Optimal Brain Surgeon;

    Sammanfattning : This final thesis covers the basics of artificial neural networks, with focus on supervised learning, pruning and the problem of achieving good generalization ability. An empirical investigation is conducted on twelve dierent problems originating from the Proben1 benchmark collection. LÄS MER