Our new study reports, for the first time, functional interactions among EEG brain...
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# | Year | Publication | DOI |
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42 | 2021 | K. Georgiadis, D. A. Adamos, S. Nikolopoulos, N. Laskaris and I. Kompatsiaris "Covariation Informed Graph Slepians for Motor Imagery Decoding" IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 29, pp. 340-349, 2021 |
DOI CODE |
41 | In Press | Laskaris N., Adamos D.A., Bezerianos A. "A Tutorial on Graph Theory for Brain Signal Analysis" Springer Handbook of Neuroengineering (Editor Thakor N.), in Press |
arXiv |
40 | 2020 | Kalaganis F., Laskaris N., Chatzilari E., Adamos D.A. et al. "A complex-valued functional brain connectivity descriptor amenable to Riemannian geometry" Journal of Neural Engineering, 2020 |
DOI |
39 | 2019 | Georgiadis K., Laskaris N. et al. "Connectivity steered graph Fourier transform for motor imagery BCI decoding" Journal of Neural Engineering, 2019 |
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38 | 2019 | Georgiadis K., Laskaris N., Nikolopoulos S., Adamos D.A., Kompatsiaris I. "Using Discriminative Lasso to Detect a Graph Fourier Transform (GFT) Subspace for robust decoding in Motor Imagery BCI" 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019 |
DOI |
37 | 2019 | Kalaganis F., Laskaris N. et al. "A Riemannian Geometry Approach to Reduced and Discriminative Covariance Estimation in Brain Computer Interfaces" IEEE Transactions on Biomedical Engineering, 2019 |
DOI |
36 | 2018 | Georgiadis K, Laskaris N. et al. "Exploiting the heightened phase synchrony in patients with neuromuscular disease for the establishment of efficient motor imagery BCIs" Journal of NeuroEngineering and Rehabilitation, 2018 |
DOI |
35 | 2018 | Kalaganis F., Chatzilari E., Nikolopoulos S., Kompatsiaris I., Laskaris N. "An error-aware gaze-based keyboard by means of a hybrid BCI system" Scientific reports (Nature Publishing Group), 2018 |
DOI |
34 | 2018 | Kosti M., Georgiadis K., Adamos D.A., Laskaris N., Spinellis D. and Angelis L. "Towards an affordable brain computer interface for the assessment of programmers’ mental workload" International Journal of Human-Computer Studies, 2018 |
DOI |
33 | 2018 | Adamos D.A., Laskaris N. and Micheloyannis S. “Harnessing functional segregation across brain rhythms as a means to detect EEG oscillatory multiplexing during music listening” Journal of Neural Engineering, 2018 |
DOI Arxiv CODE |
32 | 2017 | Kalaganis F., Adamos D.A. and Laskaris N., "Musical NeuroPicks: a consumer-grade BCI for on-demand music streaming services" Neurocomputing, 2018 |
DOI Arxiv |
31 | 2017 | Georgiadis K., Laskaris N. et al. "Discriminative codewaves: a symbolic dynamics approach to SSVEP recognition for asynchronous BCI." Journal of Neural Engineering, 2018 |
DOI |
30 | 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 |
29 | 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 |
28 | 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 |
27 | 2015 | Laskaris N., "MINeD Graphs : graphs mined from time-resolved functional brain connectomics" Invited talk at FENS Featured Regional Meeting 2015 |
Abstract Slides |
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 |
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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 |
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23 | 2014 | Dimitriadis S., Sun Y., Kwok K., Laskaris N. et al.
"Cognitive Workload Assessment Based on the Tensorial Treatment of EEG Estimates of Cross-Frequency Phase Interactions" |
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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 |
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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 |
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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 |
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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 |
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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 |
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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. |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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 |
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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. |
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