Publications

Publications

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Masters Thesis

Yusuf Aslan. Explainable Deep Learning: A Study on Understanding Learning Process of Convolutional Neural Networks with Information Theory. Masters Thesis, Loughborough University, 2020.
(.pdf) (bibtex) (source code)

@mscthesis{aslan2020msc,
  title={Explainable Deep Learning: A Study on Understanding Learning Process of Convolutional Neural Networks with Information Theory},
  author={Aslan, Yusuf},
  year={2020},
  school={Loughborough University}
}

2022

Xiyu Shi, Varuna De-Silva, Yusuf Aslan,Erhan Ekmekcioglu, Ahmet Kondoz. “Evaluating the Learning Procedure of CNNs through a Sequence of Prognostic Tests Utilising Information Theoretical Measures”,Entropy, 24(1),67 2022.
(.pdf) (bibtex) (source code)

@article{shi2022mdpientropy,
  title={Evaluating the Learning Procedure of CNNs through a Sequence of Prognostic Tests Utilising Information Theoretical Measures},
  author={Shi,Xiyu and De-Silva, Varuna and Aslan, Yusuf and Ekmekcioglu, Erhan and Kondoz, Ahmet},
  journal={MDPI Entropy},
  year={2022}
}