Large-Scale 3D Two-Photon Imaging of Molecularly Identified CA1 Interneuron Dynamics in Behaving Mice T Geiller, B Vancura, S Terada, E Troullinou, S Chavlis, G Tsagkatakis, ... Neuron 108 (5), 968-983. e9, 2020 | 86 | 2020 |
Artificial neural networks in action for an automated cell-type classification of biological neural networks E Troullinou, G Tsagkatakis, S Chavlis, GF Turi, W Li, A Losonczy, ... IEEE Transactions on Emerging Topics in Computational Intelligence, 2020 | 13 | 2020 |
A generative neighborhood-based deep autoencoder for robust imbalanced classification E Troullinou, G Tsagkatakis, A Losonczy, P Poirazi, P Tsakalides IEEE transactions on artificial intelligence 5 (1), 80-91, 2023 | 2 | 2023 |
Adversarial dictionary learning for a robust analysis and modelling of spontaneous neuronal activity E Troullinou, G Tsagkatakis, G Palagina, M Papadopouli, SM Smirnakis, ... Neurocomputing 388, 188-201, 2020 | 2 | 2020 |
Dictionary learning for spontaneous neural activity modeling E Troullinou, G Tsagkatakis, G Palagina, M Papadopouli, SM Smirnakis, ... 2017 25th European Signal Processing Conference (EUSIPCO), 1579-1583, 2017 | 2 | 2017 |
A Generative Neighborhood-Based Deep Autoencoder with an Extended Loss Function for Robust Imbalanced Classification E Troullinou, G Tsagkatakis, A Losonczy, P Poirazi, P Tsakalides 2023 57th Asilomar Conference on Signals, Systems, and Computers, 1015-1019, 2023 | | 2023 |
Learning deep generative models for the enhancement of imbalanced signal classification E Troullinou Πανεπιστήμιο Κρήτης. Σχολή Θετικών και Τεχνολογικών Επιστημών. Τμήμα …, 2023 | | 2023 |