Now showing items 1-2 of 2

    • Efficient Algorithms for Learning Restricted Boltzmann Machines 

      Upadhya, Vidyadhar
      The probabilistic generative models learn useful features from unlabeled data which can be used for subsequent problem-specific tasks, such as classification, regression or information retrieval. The RBM is one such important ...
    • Pattern recognition via Fuzzy set methods 

      Devi B Bharathi
      The main objective of this thesis is the development of a methodology based on fuzzy set theory for several practical pattern recognition problems. Pattern recognition (PR) encompasses a range of problems from feature ...