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Learning enhancement with high firing irregularity produced by a two compartment neuron
(Πανεπιστήμιο Κύπρου, Σχολή Θετικών και Εφαρμοσμένων Επιστημών / University of Cyprus, Faculty of Pure and Applied Sciences, 2011-12)
This thesis introduced a different approach in modeling and producing firing irregularity at high rates in order to investigate in an alternative way the claim of Christodoulou and Cleanthous [1] and Cleanthous and ...
Spam email classification using convolutional neural networks with Hessian-Free optimisation
(Πανεπιστήμιο Κύπρου, Σχολή Θετικών και Εφαρμοσμένων Επιστημών / University of Cyprus, Faculty of Pure and Applied Sciences, 2021-12)
In this dissertation we attempt to solve the Email Classification problem with a novel method using a second-order function with a Convolutional Neural Network (CNN). As far as the literature is concerned, currently there ...