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Loukianos Spyrou
Loukianos Spyrou
Research Fellow, University of Edinburgh
Verified email at ed.ac.uk - Homepage
Title
Cited by
Cited by
Year
Deep learning for epileptic intracranial EEG data
A Antoniades, L Spyrou, CC Took, S Sanei
2016 IEEE 26th International Workshop on Machine Learning for Signal …, 2016
1572016
Deep neural architectures for mapping scalp to intracranial EEG
A Antoniades, L Spyrou, D Martin-Lopez, A Valentin, G Alarcon, S Sanei, ...
International journal of neural systems 28 (08), 1850009, 2018
932018
Combined EEG-fNIRS decoding of motor attempt and imagery for brain switch control: an offline study in patients with tetraplegia
Y Blokland, L Spyrou, D Thijssen, T Eijsvogels, W Colier, ...
IEEE transactions on neural systems and rehabilitation engineering 22 (2 …, 2013
922013
Detection of interictal discharges with convolutional neural networks using discrete ordered multichannel intracranial EEG
A Antoniades, L Spyrou, D Martin-Lopez, A Valentin, G Alarcon, S Sanei, ...
IEEE Transactions on Neural Systems and Rehabilitation Engineering 25 (12 …, 2017
882017
Evaluation of matrix factorisation approaches for muscle synergy extraction
A Ebied, E Kinney-Lang, L Spyrou, J Escudero
Medical engineering & physics 57, 51-60, 2018
622018
Detection of intracranial signatures of interictal epileptiform discharges from concurrent scalp EEG
L Spyrou, D Martín-Lopez, A Valentín, G Alarcón, S Sanei
International Journal of Neural Systems 26 (04), 1650016, 2016
372016
Source localization of event-related potentials incorporating spatial notch filters
L Spyrou, S Sanei
IEEE Transactions on Biomedical Engineering 55 (9), 2232-2239, 2008
352008
Multiview classification and dimensionality reduction of scalp and intracranial EEG data through tensor factorisation
L Spyrou, S Kouchaki, S Sanei
Journal of Signal Processing Systems 90, 273-284, 2018
242018
Separation and localisation of P300 sources and their subcomponents using constrained blind source separation
L Spyrou, M Jing, S Sanei, A Sumich
EURASIP Journal on Advances in Signal Processing 2007, 1-10, 2006
222006
Tensor-driven extraction of developmental features from varying paediatric EEG datasets
E Kinney-Lang, L Spyrou, A Ebied, RFM Chin, J Escudero
Journal of Neural Engineering 15 (4), 046024, 2018
192018
Detection of attempted movement from the EEG during neuromuscular block: proof of principle study in awake volunteers
Y Blokland, L Spyrou, J Lerou, J Mourisse, G Jan Scheffer, GJ Geffen, ...
Scientific reports 5 (1), 12815, 2015
192015
Complex tensor factorization with PARAFAC2 for the estimation of brain connectivity from the EEG
L Spyrou, M Parra, J Escudero
IEEE Transactions on Neural Systems and Rehabilitation Engineering 27 (1), 1-12, 2018
172018
Multiview classification of brain data through tensor factorisation
L Spyrou, S Kouchaki, S Sanei
2015 IEEE 25th international workshop on Machine Learning for Signal …, 2015
162015
Muscle activity analysis using higher-order tensor decomposition: Application to muscle synergy extraction
A Ebied, E Kinney-Lang, L Spyrou, J Escudero
IEEE Access 7, 27257-27271, 2019
152019
Graph-variate signal analysis
K Smith, L Spyrou, J Escudero
IEEE Transactions on Signal Processing 67 (2), 293-305, 2018
142018
Coupled dictionary learning for multimodal data: An application to concurrent intracranial and scalp EEG
L Spyrou, S Sanei
2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016
132016
Tensor decomposition of TMS-induced EEG oscillations reveals data-driven profiles of antiepileptic drug effects
C Tangwiriyasakul, I Premoli, L Spyrou, RF Chin, J Escudero, ...
Scientific reports 9 (1), 17057, 2019
112019
Decoding of single-trial auditory mismatch responses for online perceptual monitoring and neurofeedback
A Brandmeyer, M Sadakata, L Spyrou, JM McQueen, P Desain
Frontiers in neuroscience 7, 265, 2013
112013
A regularised EEG informed Kalman filtering algorithm
S Enshaeifar, L Spyrou, S Sanei, CC Took
Biomedical Signal Processing and Control 25, 196-200, 2016
102016
On the use of higher-order tensors to model muscle synergies
A Ebied, L Spyrou, E Kinney-Lang, J Escudero
2017 39th Annual International Conference of the IEEE Engineering in …, 2017
92017
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