Essays about: "Proben1"

Found 2 essays containing the word Proben1.

  1. 1. Benchmarking an artificial neural network tuned by a genetic algorithm

    University essay from Institutionen för datavetenskap

    Author : Karl Blomström; [2012]
    Keywords : ;

    Abstract : This thesis starts with a brief introduction to neural networks and the tuning of neural networks using genetic algorithms. An improved genetic algorithm is benchmarked using the technical paper Proben1 as a starting point. READ MORE

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

    University essay from Institutionen för datavetenskap

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

    Abstract : 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. READ MORE