Simulated generation of evoked potentials components using networks with distinct excitatory and inhibitory neurons. - Errikos M. Ventouras; Nikolaos K. Uzunoglu; Dimitrios D. Koutsouris; Charalabos C. Papageorgiou; Andreas D. Rabavilas; C. Stefanis (IEEE Trans. Inf. Technol. Biomed., 2000)

Design and implementation of an SVM-based computer classification system for discriminating depressive patients from healthy controls using the P600 component of ERP signals. - Ioannis Kalatzis; Nikolaos Piliouras; Eric Ventouras; Charalabos C. Papageorgiou; Andreas D. Rabavilas; Dionisis A. Cavouras (Comput. Methods Programs Biomed., 2004)

Sleep spindle detection using artificial neural networks trained with filtered time-domain EEG: A feasibility study. - Errikos M. Ventouras; Efstratia A. Monoyiou; Periklis Y. Ktonas; Thomas Paparrigopoulos; Dimitris G. Dikeos; Nikolaos K. Uzunoglu; Constantin R. Soldatos (Comput. Methods Programs Biomed., 2005)

Design and implementation of a multi-PNN structure for discriminating one-month abstinent heroin addicts from healthy controls using the P600 component of ERP signals. - Ioannis Kalatzis; Nikolaos Piliouras; Eric Ventouras; Charalabos C. Papageorgiou; Ioannis A. Liappas; Chrysoula C. Nikolaou; Andreas D. Rabavilas; Dionisis A. Cavouras (Pattern Recognit. Lett., 2005)

Classification of Event-Related Potentials associated with response errors in actors. - Pantelis A. Asvestas; Errikos M. Ventouras; Irene S. Karanasiou; George K. Matsopoulos (BIBE, 2008)

Slow and fast EEG sleep spindle component extraction using Independent Component Analysis. - Errikos M. Ventouras; Periklis Y. Ktonas; Hara Tsekou; Thomas Paparrigopoulos; Ioannis Kalatzis; Constantin R. Soldatos (BIBE, 2008)

Independent Component Analysis for Source Localization of EEG Sleep Spindle Components. - Errikos M. Ventouras; Periklis Y. Ktonas; Hara Tsekou; Thomas Paparrigopoulos; Ioannis Kalatzis; Constantin R. Soldatos (Comput. Intell. Neurosci., 2010)

Classification of Error-Related Negativity (ERN) and Positivity (Pe) potentials using kNN and Support Vector Machines. - Errikos M. Ventouras; Pantelis A. Asvestas; Irene S. Karanasiou; George K. Matsopoulos (Comput. Biol. Medicine, 2011)

Performance evaluation of an Artificial Neural Network automatic spindle detection system. - Errikos M. Ventouras; Nicholas-Tiberio Economou; Ilia Kritikou; Hara Tsekou; Thomas J. Paparrigopoulos; Periklis Y. Ktonas (EMBC, 2012)

Single-trial magnetoencephalography signals encoded as an unfolding decision process. - Nikolaos Smyrnis; Dimitris S. Mylonas; Roozbeh Rezaie; Constantinos I. Siettos; Errikos M. Ventouras; Periklis Y. Ktonas; Ioannis Evdokimidis; Andrew C. Papanicolaou (NeuroImage, 2012)

Resting state and task related fMRI in small cell lung cancer patients. - Konstantinos Bromis; Irene S. Karanasiou; George K. Matsopoulos; Errikos M. Ventouras; Nikolaos K. Uzunoglu; Georgios D. Mitsis; Eustratios Karavasilis; Matilda Papathanasiou; Nikolaos Kelekis; Vassilis Kouloulias (BIBE, 2013)

Classification of Event Related Potentials of Error-Related Observations Using Support Vector Machines. - Pantelis Asvestas; Errikos M. Ventouras; Irene S. Karanasiou; George K. Matsopoulos (EANN (2), 2013)

Amplitude normalization applied to an artificial neural network-based automatic sleep spindle detection system. - Errikos M. Ventouras; Maria Panagi; Hara Tsekou; Thomas J. Paparrigopoulos; Periklis Y. Ktonas (EMBC, 2014)

Alignment of three-dimensional point clouds using combined descriptors. - George K. Matsopoulos; Theodore L. Economopoulos; Irene S. Karanasiou; Maria Koutsoupidou; Errikos M. Ventouras (IPTA, 2014)

Tract-Based Spatial Statistics analysis of diffusion-tensor imaging data in patients with Small Cell Lung Cancer. - Sofia Benezi; Eustratios Karavasilis; Irene S. Karanasiou; George K. Matsopoulos; Eric Ventouras; Nikolaos K. Uzunoglu; Vasilios Kouloulias; Matilda Papathanasiou; Andreas Foteineas; Theodore Soldatos; Christin Iosif; Efstathios P. Efstathopoulos; et al. (MobiHealth, 2014)

Analysis of resting state and task-related fMRI data in small cell lung cancer patients before undertaking PCI. - Konstantinos Bromis; Irene S. Karanasiou; George K. Matsopoulos; Eric Ventouras; Nikolaos K. Uzunoglu; Eustratios Karavasilis; Vasilios Kouloulias; Matilda Papathanasiou; Andreas Foteineas; Theodore Soldatos; Christin Iosif; Efstathios P. Efstathopoulos; et al. (MobiHealth, 2014)

Identification of Observations of Correct or Incorrect Actions using Second Order Statistical Features of Event Related Potentials. - Pantelis A. Asvestas; Alexandra I. Korda; Spiros Kostopoulos; Irene S. Karanasiou; George K. Matsopoulos; Errikos M. Ventouras (BIOSIGNALS, 2015)

Automatic identification of oculomotor behavior using pattern recognition techniques. - Alexandra I. Korda; Pantelis A. Asvestas; George K. Matsopoulos; Errikos M. Ventouras; Nikolaos P. Smyrnis (Comput. Biol. Medicine, 2015)

Automatic identification of eye movements using the largest lyapunov exponent. - Alexandra I. Korda; Pantelis A. Asvestas; George K. Matsopoulos; Errikos M. Ventouras; Nikolaos Smyrnis (Biomed. Signal Process. Control., 2018)

A condition-independent framework for the classification of error-related brain activity. - Ioannis Kakkos; Errikos M. Ventouras; Pantelis A. Asvestas; Irene S. Karanasiou; George K. Matsopoulos (Medical Biol. Eng. Comput., 2020)