| 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 | 159 | 2016 |
| 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 | 95 | 2018 |
| 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 | 92 | 2013 |
| 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 | 90 | 2017 |
| 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 | 65 | 2018 |
| 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 | 39 | 2016 |
| Source localization of event-related potentials incorporating spatial notch filters L Spyrou, S Sanei IEEE Transactions on Biomedical Engineering 55 (9), 2232-2239, 2008 | 35 | 2008 |
| 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 | 23 | 2018 |
| 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 | 23 | 2006 |
| 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 | 19 | 2018 |
| 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 | 19 | 2015 |
| 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 | 17 | 2018 |
| 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 | 16 | 2019 |
| 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 | 16 | 2015 |
| Graph-variate signal analysis K Smith, L Spyrou, J Escudero IEEE Transactions on Signal Processing 67 (2), 293-305, 2018 | 14 | 2018 |
| 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 | 14 | 2016 |
| 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 | 12 | 2019 |
| 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, 72515, 2013 | 12 | 2013 |
| A regularised EEG informed Kalman filtering algorithm S Enshaeifar, L Spyrou, S Sanei, CC Took Biomedical Signal Processing and Control 25, 196-200, 2016 | 10 | 2016 |
| 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 | 9 | 2017 |
