Browsing by Keywords "Convolutional Neural Networks"
Now showing items 1-3 of 3
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Deep learning based cell segmentation in histopathological images
(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 ... -
Fast and efficient model parallelism for deep convolutional neural networks
(Bilkent University, 2019-08)Convolutional Neural Networks (CNNs) have become very popular and successful in recent years. Increasing the depth and number of parameters of CNNs has crucial importance on this success. However, it is hard to t deep ... -
Improved artificial neural network training with advanced methods
(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 ...
