Items where Author is "Yilmaz, Ahmet"

Article

Yilmaz, Ahmet and Poli, Riccardo (2022) Successfully and Efficiently Training Deep Multi-layer Perceptrons with Logistic Activation Function Simply Requires Initializing the Weights with an Appropriate Negative Mean. Neural Networks, 153. pp. 87-103. DOI https://doi.org/10.1016/j.neunet.2022.05.030

Thesis

Yilmaz, Ahmet (2021) Uncovering Efficient Learning and Initialisation Algorithms for Neural Networks Using Evolutionary Algorithms and Theoretical Analyses. PhD thesis, University of Essex.