Now showing items 1-7 of 7

    • Identifying probability distributions using neural networks 

      Yılmaz, Anıl (Bilkent University, 1995)
      Economics deal with real life phenomena by constructing representative models o f the system being questioned. Input data provide the driving force for such models. The requirement o f identifying the underlying distributions ...
    • Learning translation templates for closely related languages 

      Altintas, K.; Güvenir, H. A. (Springer, 2003)
      Many researchers have worked on example-based machine translation and different techniques have been investigated in the area. In literature, a method of using translation templates learned from bilingual example pairs was ...
    • Multiplication free neural networks 

      Mallah, Maen M. A. (Bilkent University, 2018-01)
      Artificial Neural Networks, commonly known as Neural Networks (NNs), have become popular in the last decade for their achievable accuracies due to their ability to generalize and respond to unexpected patterns. In general, ...
    • Parallel mapping and circuit partitioning heuristics based on mean field annealing 

      Bultan, Tevfik (Bilkent University, 1992)
      Moan Field Annealinp; (MFA) aJgoritlim, receñí,ly proposc'd for solving com binatorial optimization problems, combines the characteristics of nenral networks and simulated annealing. In this thesis, MFA is formulated for ...
    • Prediction with expert advice: on the role of contexts, bandit feedback and risk-awareness 

      Ekşioğlu, Kubilay (Bilkent University, 2018-12)
      Along with the rapid growth in the size of data generated and collected over time, the need for developing online algorithms that can provide answers without any offline training has considerably increased. In this thesis, ...
    • Scheduling with artificial neural networks 

      Gürgün, Burçkaan (Bilkent University, 1993)
      Artificial Neural Networks (ANNs) attempt to emulate the massively parallel and distributed processing of the human brain. They are being examined for a variety of problems that have been very difficult to solve. The ...
    • Synthesis of artificial neural networks by transconductors only 

      Tan, M.A. (Kluwer Academic Publishers, 1991)
      Hardware implementation of artificial neural networks has been attracting great attention recently. In this work, the analog VLSI implementation of artificial neural networks by using only transconductors is presented. The ...