Loukianos Spyrou

Publication Activity (10 Years)

Years Active: 2004-2019
Publications (10 Years): 15

Top Topics

Tensor Decomposition

Activity Analysis

Dimensionality Reduction

Top Venues

Int. J. Neural Syst.

Publications

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 (2019)
Keith Smith, Loukianos Spyrou, Javier Escudero
Graph-Variate Signal Analysis. IEEE Trans. Signal Process. 67 (2) (2019)
Loukianos Spyrou, Javier Escudero
Weighted Network Estimation by the Use of Topological Graph Metrics. IEEE Trans. Netw. Sci. Eng. 6 (3) (2019)
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) (2018)
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) (2018)
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)
Loukianos Spyrou, Javier Escudero
Graph regularised tensor factorisation of EEG signals based on network connectivity measures. ICASSP (2017)
Loukianos Spyrou, Javier Escudero
Weighted network estimation by the use of topological graph metrics. CoRR (2017)
Loukianos Spyrou, Mario A. Parra, Javier Escudero
Complex tensor factorisation with PARAFAC2 for the estimation of brain connectivity from the EEG. CoRR (2017)
Ahmed Ebied, Loukianos Spyrou, Eli Kinney-Lang, Javier Escudero
On the use of higher-order tensors to model muscle synergies. EMBC (2017)
Keith Smith, Loukianos Spyrou, Javier Escudero
A General Theory of Temporal Connectivity. CoRR (2017)
Loukianos Spyrou, Saeid Sanei
Coupled dictionary learning for multimodal data: An application to concurrent intracranial and scalp EEG. ICASSP (2016)
Shirin Enshaeifar, Loukianos Spyrou, Saeid Sanei, Clive Cheong Took
A regularised EEG informed Kalman filtering algorithm. Biomed. Signal Process. Control. 25 (2016)
Andreas Antoniades, Loukianos Spyrou, Clive Cheong Took, Saeid Sanei
Deep learning for epileptic intracranial EEG data. MLSP (2016)
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) (2016)
Loukianos Spyrou, Samaneh Kouchaki, Saeid Sanei
Multiview classification of brain data through tensor factorisation. MLSP (2015)
Loukianos Spyrou, Yvonne Blokland, Jason Farquhar, Jorgen Bruhn
Singular spectrum analysis as a preprocessing filtering step for fNIRS brain computer interfaces. EUSIPCO (2014)
Makiko Sadakata, Loukianos Spyrou, Mizuki Shingai, Kaoru Sekiyama
Composing auditory ERPs: cross-linguistic comparison of auditory change complex for Japanese fricative consonants. INTERSPEECH (2013)
Loukianos Spyrou, Saeid Sanei
Source Localization of Event-Related Potentials Incorporating Spatial Notch Filters. IEEE Trans. Biomed. Eng. 55 (9) (2008)
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) (2007)
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)
Loukianos Spyrou, Saeid Sanei, Clive Cheong Took
Estimation and Location Tracking of the P300 Subcomponents from Single-Trial EEG. ICASSP (2) (2007)
Loukianos Spyrou, Saeid Sanei
A new beamforming approach for the localisation of event related potentials. EUSIPCO (2007)
Loukianos Spyrou, Saeid Sanei
A Robust Constrained Method for the Extraction of P300 Subcomponents. ICASSP (2) (2006)
Loukianos Spyrou, Saeid Sanei, Alex Sumich
Separation and localization of auditory and visual P300 sources in schizophrenia patients via constrained BSS. ICASSP (5) (2005)
Saeid Sanei, Loukianos Spyrou, Wenwu Wang, Jonathon A. Chambers
Localization of P300 Sources in Schizophrenia Patients Using Constrained BSS. ICA (2004)