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ORCIDLoukianos Spyrou
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Journal Articles
- 2019
[j10]Ahmed Ebied
, Eli Kinney-Lang, Loukianos Spyrou, Javier Escudero:
Muscle Activity Analysis Using Higher-Order Tensor Decomposition: Application to Muscle Synergy Extraction. IEEE Access 7: 27257-27271 (2019)- [j9]Loukianos Spyrou, Javier Escudero:
Weighted Network Estimation by the Use of Topological Graph Metrics. IEEE Trans. Netw. Sci. Eng. 6(3): 576-586 (2019) - [j8]Keith Smith, Loukianos Spyrou, Javier Escudero:
Graph-Variate Signal Analysis. IEEE Trans. Signal Process. 67(2): 293-305 (2019) - 2018
- [j7]Andreas Antoniades, Loukianos Spyrou, David Martín-Lopez, Antonio Valentín, Gonzalo Alarcón, Saeid Sanei, Clive Cheong Took:
Deep Neural Architectures for Mapping Scalp to Intracranial EEG. Int. J. Neural Syst. 28(8): 1850009:1-1850009:15 (2018) - [j6]Loukianos Spyrou, Samaneh Kouchaki, Saeid Sanei:
Multiview Classification and Dimensionality Reduction of Scalp and Intracranial EEG Data through Tensor Factorisation. J. Signal Process. Syst. 90(2): 273-284 (2018) - 2016
- [j5]Shirin Enshaeifar, Loukianos Spyrou, Saeid Sanei, Clive Cheong Took:
A regularised EEG informed Kalman filtering algorithm. Biomed. Signal Process. Control. 25: 196-200 (2016) - [j4]Loukianos Spyrou, David Martín-Lopez, Antonio Valentín, Gonzalo Alarcón, Saeid Sanei:
Detection of Intracranial Signatures of Interictal Epileptiform Discharges from Concurrent Scalp EEG. Int. J. Neural Syst. 26(4): 1650016:1-1650016:18 (2016) - 2008
- [j3]Loukianos Spyrou, Saeid Sanei:
Source Localization of Event-Related Potentials Incorporating Spatial Notch Filters. IEEE Trans. Biomed. Eng. 55(9): 2232-2239 (2008) - 2007
- [j2]Loukianos Spyrou, Min Jing, Saeid Sanei, Alex Sumich:
Separation and Localisation of P300 Sources and Their Subcomponents Using Constrained Blind Source Separation. EURASIP J. Adv. Signal Process. 2007 (2007) - [j1]Mohamed Amin Latif, Saeid Sanei, Jonathon A. Chambers, Loukianos Spyrou:
Partially Constrained Blind Source Separation for Localization of Unknown Sources Exploiting Non-homogeneity of the Head Tissues. J. VLSI Signal Process. 49(2): 217-232 (2007)
Conference and Workshop Papers
- 2017
- [c13]Ahmed Ebied, Loukianos Spyrou, Eli Kinney-Lang, Javier Escudero:
On the use of higher-order tensors to model muscle synergies. EMBC 2017: 1792-1795 - [c12]Eli Kinney-Lang, Loukianos Spyrou, Ahmed Ebied, Richard F. M. Chin, Javier Escudero:
Elucidating age-specific patterns from background electroencephalogram pediatric datasets via PARAFAC. EMBC 2017: 3797-3800 - [c11]Loukianos Spyrou, Javier Escudero:
Graph regularised tensor factorisation of EEG signals based on network connectivity measures. ICASSP 2017: 944-948 - 2016
- [c10]Loukianos Spyrou, Saeid Sanei:
Coupled dictionary learning for multimodal data: An application to concurrent intracranial and scalp EEG. ICASSP 2016: 2349-2353 - [c9]Andreas Antoniades, Loukianos Spyrou, Clive Cheong Took, Saeid Sanei:
Deep learning for epileptic intracranial EEG data. MLSP 2016: 1-6 - 2015
- [c8]Loukianos Spyrou, Samaneh Kouchaki, Saeid Sanei:
Multiview classification of brain data through tensor factorisation. MLSP 2015: 1-6 - 2014
- [c7]Loukianos Spyrou, Yvonne Blokland, Jason Farquhar, Jorgen Bruhn:
Singular spectrum analysis as a preprocessing filtering step for fNIRS brain computer interfaces. EUSIPCO 2014: 46-50 - 2013
- [c6]Makiko Sadakata, Loukianos Spyrou, Mizuki Shingai, Kaoru Sekiyama:
Composing auditory ERPs: cross-linguistic comparison of auditory change complex for Japanese fricative consonants. INTERSPEECH 2013: 901-905 - 2007
- [c5]Loukianos Spyrou, Saeid Sanei:
A new beamforming approach for the localisation of event related potentials. EUSIPCO 2007: 2489-2493 - [c4]Loukianos Spyrou, Saeid Sanei, Clive Cheong Took:
Estimation and Location Tracking of the P300 Subcomponents from Single-Trial EEG. ICASSP (2) 2007: 1149-1152 - 2006
- [c3]Loukianos Spyrou, Saeid Sanei:
A Robust Constrained Method for the Extraction of P300 Subcomponents. ICASSP (2) 2006: 1184-1187 - 2005
- [c2]Loukianos Spyrou, Saeid Sanei, Alex Sumich:
Separation and localization of auditory and visual P300 sources in schizophrenia patients via constrained BSS. ICASSP (5) 2005: 613-616 - 2004
- [c1]Saeid Sanei, Loukianos Spyrou, Wenwu Wang, Jonathon A. Chambers:
Localization of P300 Sources in Schizophrenia Patients Using Constrained BSS. ICA 2004: 177-184
Informal and Other Publications
- 2017
- [i3]Keith Smith, Loukianos Spyrou, Javier Escudero:
A General Theory of Temporal Connectivity. CoRR abs/1703.06687 (2017) - [i2]Loukianos Spyrou, Javier Escudero:
Weighted network estimation by the use of topological graph metrics. CoRR abs/1705.00892 (2017) - [i1]Loukianos Spyrou, Mario A. Parra, Javier Escudero:
Complex tensor factorisation with PARAFAC2 for the estimation of brain connectivity from the EEG. CoRR abs/1705.02019 (2017)
Coauthor Index
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