Essays about: "Fahad Khalid"

Found 1 essay containing the words Fahad Khalid.

  1. 1. Measure-based Learning Algorithms : An Analysis of Back-propagated Neural Networks

    University essay from Blekinge Tekniska Högskola/Avdelningen för för interaktion och systemdesign

    Author : Fahad Khalid; [2008]
    Keywords : Supervised learning; Inductive Bias; Artificial Neural Networks;

    Abstract : In this thesis we present a theoretical investigation of the feasibility of using a problem specific inductive bias for back-propagated neural networks. We argue that if a learning algorithm is biased towards optimizing a certain performance measure, it is plausible to assume that it will generate a higher performance score when evaluated using that particular measure. READ MORE