Loukianos Spyrou

IEEE Trans. Signal Process., 2019

Weighted Network Estimation by the Use of Topological Graph Metrics.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Sci. Eng., 2019

Muscle Activity Analysis Using Higher-Order Tensor Decomposition: Application to Muscle Synergy Extraction.

[BibT_eX]

[DOI]

IEEE Access, 2019

2018

Multiview Classification and Dimensionality Reduction of Scalp and Intracranial EEG Data through Tensor Factorisation.

[BibT_eX]

[DOI]

Samaneh Kouchaki

J. Signal Process. Syst., 2018

Deep Neural Architectures for Mapping Scalp to Intracranial EEG.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 2018

2017

Complex tensor factorisation with PARAFAC2 for the estimation of brain connectivity from the EEG.

[BibT_eX]

[DOI]

Mario A. Parra

CoRR, 2017

A General Theory of Temporal Connectivity.

[BibT_eX]

[DOI]

Keith Smith

CoRR, 2017

Graph regularised tensor factorisation of EEG signals based on network connectivity measures.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Elucidating age-specific patterns from background electroencephalogram pediatric datasets via PARAFAC.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

On the use of higher-order tensors to model muscle synergies.

[BibT_eX]

[DOI]

Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016

Detection of Intracranial Signatures of Interictal Epileptiform Discharges from Concurrent Scalp EEG.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 2016

A regularised EEG informed Kalman filtering algorithm.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2016

Deep learning for epileptic intracranial EEG data.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Coupled dictionary learning for multimodal data: An application to concurrent intracranial and scalp EEG.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Multiview classification of brain data through tensor factorisation.

[BibT_eX]

[DOI]

Samaneh Kouchaki

Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015

2014

Singular spectrum analysis as a preprocessing filtering step for fNIRS brain computer interfaces.

[BibT_eX]

[DOI]

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

Composing auditory ERPs: cross-linguistic comparison of auditory change complex for Japanese fricative consonants.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2013, 2013

2008

Source Localization of Event-Related Potentials Incorporating Spatial Notch Filters.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2008

2007

Partially Constrained Blind Source Separation for Localization of Unknown Sources Exploiting Non-homogeneity of the Head Tissues.

[BibT_eX]

[DOI]

J. VLSI Signal Process., 2007

Separation and Localisation of P300 Sources and Their Subcomponents Using Constrained Blind Source Separation.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2007

Estimation and Location Tracking of the P300 Subcomponents from Single-Trial EEG.

[BibT_eX]

[DOI]

Clive Cheong Took

Proceedings of the IEEE International Conference on Acoustics, 2007

A new beamforming approach for the localisation of event related potentials.

[BibT_eX]

[DOI]

Proceedings of the 15th European Signal Processing Conference, 2007

2006

A Robust Constrained Method for the Extraction of P300 Subcomponents.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005

Separation and localization of auditory and visual P300 sources in schizophrenia patients via constrained BSS.

[BibT_eX]

[DOI]