Now showing items 1-3 of 3

    • Covolutional neural networks based on non-euclidean operators 

      Badawi, Diaa Hisham Jamil (Bilkent University, 2018-01)
      Dot product-based operations in neural net feedforwarding passes are replaced with an ℓ₁-norm inducing operator, which itself is multiplication-free. The neural net, which is called AddNet, retains attributes of ℓ₁-norm ...
    • Deep learning based cell segmentation in histopathological images 

      Doğan, Deniz (Bilkent University, 2018-08)
      In digital pathology, cell imaging systems allow us to comprehend histopathological events at the cellular level. The first step in these systems is generally cell segmentation, which substantially affects the subsequent ...
    • Improved artificial neural network training with advanced methods 

      Çatalbaş, Burak (Bilkent University, 2018-09)
      Artificial Neural Networks (ANNs) are used for different machine learning tasks such as classification, clustering etc. They have been utilized in important tasks and offering new services more and more in our daily ...