Browsing by Author "Christodoulou, Chris"
Now showing items 1-8 of 8
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Conference Object
Clockwork Recurrent Neural Networks for fast and accurate protein secondary structure prediction
Dimitriou, P.; Agathocleous, Michalis; Christodoulou, Chris; Promponas, Vasilis J. (University of Cyprus, 2018)
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Conference Object
Convolutional Neural Networks in Combination with Support Vector Machines for Complex Sequential Data Classification
Dionysiou, Antreas; Agathocleous, Michalis; Christodoulou, Chris; Promponas, Vasilis (Springer International Publishing, 2018)Trying to extract features from complex sequential data for classification and prediction problems is an extremely difficult task. Deep Machine Learning techniques, such as Convolutional Neural Networks (CNNs), have been ...
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Conference Object
Convolutional Neural Networks in Combination with Support Vector Machines for Complex Sequential Data Classification
Dionysiou, Antreas; Agathocleous, Michalis; Christodoulou, Chris; Promponas, Vasilis (Springer International Publishing, 2018)Trying to extract features from complex sequential data for classification and prediction problems is an extremely difficult task. Deep Machine Learning techniques, such as Convolutional Neural Networks (CNNs), have been ...
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Conference Object
The Difference Neuron — a new spiking Neuron Model that learns
Kanev, Jacob; Koutsou, Achilleas; Christodoulou, Chris; Obermayer, Klaus; Node, German Neuroinformatics (Bernstein Network Computational Neuroscience, 2018)
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Article
Editorial Special issue of BioSystems on Selected papers presented at the Thirteenth International Workshop on Neural Coding, Turin Italy, 2018
Christodoulou, Chris; Kostal, Lubomir; Sacerdote, Laura (2020)
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Conference Object
Fast and accurate protein secondary structure prediction using Clockwork Recurrent Neural Networks
Dimitriou, P.; Agathocleous, Michalis; Christodoulou, Chris; Promponas, Vasilis J. (Hellenic Society for Computational Biology and Bioinformatics, 2018)
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Conference Object
A Hybrid Machine Learning Algorithm for Complex Sequential Data Classification, Using a Novel Data Representation Method
Dionysiou, A.; Agathocleous, Michalis; Christodoulou, Chris; Promponas, Vasilis J. (University of Cyprus, 2018)
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Conference Object
Modelling the relationship between self-control and consciousness
Christodoulou, Chris (University of Turin, 2018)