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Selected Publications

# Year Publication DOI
32 2017 Kalaganis F., Adamos D.A. and Laskaris N.,
"Musical NeuroPicks: a consumer-grade BCI for on-demand music streaming services"
Neurocomputing, 2017 (accepted, to appear)
DOI
Arxiv
31 2016 Kalaganis F., Adamos D.A. and Laskaris N.,
“A consumer BCI for automated music evaluation within a popular on-demand music streaming service | Taking listener’s brainwaves to extremes”
12th IFIP International Conference and Workshops on Artificial Intelligence Applications and Innovations (AIAI 2016), IFIP Advances in Information and Communication Technology 2016, Springer New York
DOI
Arxiv
30 2016 Adamos D.A., Dimitriadis S. and Laskaris N.,
"Towards the bio-personalization of music recommendation systems: A single-sensor EEG biomarker of subjective music preference"
Information Sciences, 2016
DOI
Arxiv
CODE
29 2016 Dimitriadis S., Sun Y., Laskaris N. et al.,
"Revealing cross-frequency causal interactions during a mental arithmetic task through symbolic transfer entropy: a novel vector-quantization approach"
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2016
DOI
28 2015 Laskaris N.,
"MINeD Graphs : graphs mined from time-resolved functional brain connectomics"
Invited talk at FENS Featured Regional Meeting 2015
Abstract
Slides
27 2015 Dimitriadis S. et al.,
"Functional connectivity changes detected with magnetoencephalography after mild traumatic brain injury"
NeuroImage: Clinical, 2015
DOI
26 2015 Rigas P., Adamos D.A., Sigalas C., Tsakanikas P., Laskaris N. and Skaliora I.,
"Spontaneous Up states in vitro: a single-metric index of the functional maturation and regional differentiation of the cerebral cortex"
Frontiers in Neural Circuits, 2015
DOI
25 2015 Dimitriadis S., Laskaris N. et al.,
"A novel biomarker of amnestic MCI based on dynamic Cross-Frequency Coupling patterns during cognitive brain responses"
Frontiers in Neuroscience, 2015
DOI CODE
24 2015 Dimitriadis S., Laskaris N. et al.,
"Transition dynamics of EEG-based network microstates during mental arithmetic and resting wakefulness reflects task-related modulations and developmental changes"
Cognitive Neurodynamics, 2015
DOI
23 2014 Dimitriadis S. et al.,
"Cognitive Workload Assessment Based on the Tensorial Treatment of EEG Estimates of Cross-Frequency Phase Interactions"
Annals of Biomedical Engineering, 2014
DOI
22 2014 Adamos D.A., Laskaris N, et al.,
"A non-parametric prototyping scheme for LFP dynamics and its application to detect changes in spontaneous UP-states due to cortical maturation and aging"
AREADNE 2014
Preview
21 2014 Liparas D., Dimitriadis S., Laskaris N., Tzelepi A. et al.,
"Exploiting the temporal patterning of transient VEP signals: A statistical single-trial methodology with implications to brain–computer interfaces (BCIs)"
Journal of Neuroscience Methods, 2014
DOI
20 2013 Dimitriadis S, Laskaris N, et al.,
"Altered temporal correlations in resting-state connectivity fluctuations in children with reading difficulties detected via MEG"
NeuroImage, vol. 83:307–317, 2013
DOI
19 2013 Dimitriadis S., Laskaris N., Tzelepi A.,
"On the Quantization of time-varying phase synchrony patterns into distinct Functional Connectivity Microstates (FCμstates) in a multi-trial visual ERP paradigm"
Brain Topography, 2013
DOI
18 2013 Laskaris N. et al.,
"Improved detection of amnestic MCI by means of Discriminative Vector Quantization of Single-Trial cognitive ERP responses"
Journal of Neuroscience Methods, vol. 212 (2): 344–354, 2013
DOI
17 2012 Ioannides A., Dimitriadis S., Saridis G., Voultsidou M., Poghosyan V., Liu L. and Laskaris N.,
"Source Space Analysis of Event-Related Dynamic Reorganization of Brain Networks"
Computational and Mathematical Methods in Medicine, vol. 2012, Article ID 452503
DOI
16 2012 Dimitriadis S., Kanatsouli K., Laskaris N. et al.,
"Surface EEG shows that functional segregation via phase coupling contributes to the neural substrate of mental calculations"
Brain and Cognition. vol. 80(1): 45-52, 2012
DOI
15 2012 Adamos D.A., Laskaris N., Kosmidis E.K., Theophilidis G.,
"In quest of the missing neuron: Spike sorting based on dominant-sets clustering"
Computer Methods and Programs in Biomedicine. vol. 107(1): 28–35, 2012
DOI CODE
14 2012 Dimitriadis S., Laskaris N. et al.,
"Analyzing Functional Brain Connectivity by Means of Commute Times: A New Approach and its Application to Track Event-Related Dynamics"
IEEE Trans. Biomed. Engineering .vol 59(5): 1302-1309, 2012
DOI
13 2012 Dimitriadis S., Laskaris N. et al.,
"A novel symbolization scheme for multichannel recordings with emphasis on phase information and its application to differentiate EEG activity from different mental tasks"
Cognitive Neurodynamics. vol.6(1):107-113, 2012
DOI
12 2012 Dimitriadis S., Laskaris N. et al.,
"An EEG study of brain connectivity dynamics at the resting state"
Nonlinear Dynamics Psychology and Life Sciences . vol.16(1): 5-22, 2012
Abs.
11 2011 Adamos D.A., Laskaris N., Kosmidis E.K., Theophilidis G.,
"Spike sorting based on noise-assisted semi-supervised learning methodologies"
Neuroscience Letters 2011, vol. 500(Suppl.), e32-33. Abs.
DOI
10 2010 Dimitriadis S., Laskaris N. et al.,
"Tracking brain dynamics via time-dependent network analysis"
Journal of Neuroscience Methods, vol. 193(1): 145-155, 2010
DOI
9 2010 Adamos D.A., Laskaris N., Kosmidis E.K., Theophilidis G,
"NASS: an empirical approach to Spike Sorting with overlap resolution based on a hybrid Noise-Assisted methodology"
Journal of Neuroscience Methods , vol. 190(1): 129-142, 2010
DOI CODE
8 2010 Dimitriadis S., Laskaris N. et al.,
"What does delta band tell us about cognitive processes: A mental calculation study"
Neuroscience Letters, vol. 483(1): 11-15, 2010
DOI
7 2010 Tzelepi A., Laskaris N. et al.
"Saccades and attention shifts to horizontal and vertical targets: an MEG study"
Brain Research. vol.1321: 105-116. 2010
DOI
6 2009 Zigkolis C., Laskaris N.,
"Using conditional FCM to mine event-related brain dynamics"
Computers in Biology and Medicine. vol.39(4):346-354, 2009
DOI
5 2009 Laskaris N., Zafeiriou S., Garefa L.,
"Use of Random Time-Intervals (RTIs) Generation for Biometric Verification"
Pattern Recognition. vol.42(11), 2787-2796, 2009
DOI
4 2009 Dimitriadis S., Laskaris N. et al.,
"Characterizing Dynamic Functional Connectivity Across Sleep Stages from EEG"
Brain Topography. vol.22(2),119-133, 2009
DOI
3 2008 Adamos D.A., Kosmidis E.K., Theophilidis G.,
"Performance evaluation of PCA-based spike sorting algorithms"
Computer Methods and Programs in Biomedicine, vol. 91(3), 232-44, 2008
DOI CODE
2 2008 Laskaris N., Zafeiriou S.,
"Beyond FCM: Graph-theoretic post-processing algorithms for learning and representing the data structure"
Pattern Recognition. vol. 41(8) : 2630– 2644, 2008
DOI
1 2008 Laskaris N., Kosmidis E.K. et al.,
"A Manifold Learning approach to understanding and characterizing olfactory responses from optical-recordings"
IEEE Engineering in Medicine and Biology, vol. 27(2): 69-79, 2008.
DOI