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Article

Vourvopoulos, Athanasios and Fleury, Mathis and Tonin, Luca and Perdikis, Serafeim (2023) Editorial: Neurotechnologies and brain-computer interaction for neurorehabilitation. Frontiers in Neuroergonomics, 4. p. 1203934. DOI https://doi.org/10.3389/fnrgo.2023.1203934

Tonin, Luca and Perdikis, Serafeim and Kuzu, Taylan Deniz and Pardo, Jorge and Orset, Bastien and Lee, Kyuhwa and Aach, Mirko and Schildhauer, Thomas Armin and Martinez-Olivera, Ramon and Millan del R., Jose (2022) Learning to control a BMI-driven wheelchair for people with severe tetraplegia. iScience, 25 (12). p. 105418. DOI https://doi.org/10.1016/j.isci.2022.105418

Perdikis, Serafeim and Leeb, Robert and Chavarriaga, Ricardo and Millan, Jose del R (2021) Context–aware Learning for Generative Models. IEEE Transactions on Neural Networks and Learning Systems, 32 (8). pp. 3471-3483. DOI https://doi.org/10.1109/tnnls.2020.3011671

Cunha, Jose Diogo and Perdikis, Serafeim and Halder, Sebastian and Scherer, Reinhold (2021) Post-adaptation effects in a motor imagery brain-computer interface online coadaptive paradigm. IEEE Access, 9. pp. 41688-41703. DOI https://doi.org/10.1109/ACCESS.2021.3064226

Perdikis, Serafeim and Millan, Jose del R (2020) Brain-Machine Interfaces: A Tale of Two Learners. IEEE Systems Man and Cybernetics Magazine, 6 (3). pp. 12-19. DOI https://doi.org/10.1109/msmc.2019.2958200

Bevilacqua, Michele and Perdikis, Serafeim and Millan, Jose del R (2019) On Error-related Potentials during Sensorimotor-based Brain-Computer Interface: Explorations with a Pseudo-Online Brain-Controlled Speller. IEEE Open Journal of Engineering in Medicine and Biology, 1. pp. 17-22. DOI https://doi.org/10.1109/ojemb.2019.2962879

Noel, Jean-Paul and Chatelle, Camille and Perdikis, Serafeim and Jöhr, Jane and Lopes Da Silva, Marina and Ryvlin, Philippe and De Lucia, Marzia and Millán, José del R and Diserens, Karin and Serino, Andrea (2019) Peri-personal space encoding in patients with disorders of consciousness and cognitive-motor dissociation. NeuroImage: Clinical, 24. p. 101940. DOI https://doi.org/10.1016/j.nicl.2019.101940

Krauth, Richard and Schwertner, Johanna and Vogt, Susanne and Lindquist, Sabine and Michael, Sailer and Almut, Sickert and Lamprecht, Julian and Perdikis, Serafeim and Corbet, Tiffany and Millan, Jose del R and Hinrichs, Hermann and Heinze, Hans-Jochen and Sweeney-Reed, Catherine (2019) Cortico-muscular coherence is reduced acutely post-stroke and increases bilaterally during motor recovery: a pilot study. Frontiers in Neurology, 10 (FEB). 126-. DOI https://doi.org/10.3389/fneur.2019.00126

Biasiucci, A and Leeb, R and Iturrate, I and Perdikis, S and Al-Khodairy, A and Corbet, T and Schnider, A and Schmidlin, T and Zhang, H and Bassolino, M and Viceic, D and Vuadens, P and Guggisberg, AG and Millán, JDR (2018) Brain-actuated functional electrical stimulation elicits lasting arm motor recovery after stroke. Nature Communications, 9 (1). 2421-. DOI https://doi.org/10.1038/s41467-018-04673-z

Corbet, Tiffany and Iturrate, Iñaki and Pereira, Michael and Perdikis, Serafeim and Millán, José del R (2018) Sensory threshold neuromuscular electrical stimulation fosters motor imagery performance. NeuroImage, 176. pp. 268-276. DOI https://doi.org/10.1016/j.neuroimage.2018.04.005

Perdikis, Serafeim and Tonin, Luca and Saeedi, Sareh and Schneider, Christoph and Millán, José del R (2018) The Cybathlon BCI race: Successful longitudinal mutual learning with two tetraplegic users. PLoS Biology, 16 (5). e2003787-e2003787. DOI https://doi.org/10.1371/journal.pbio.2003787

Randazzo, Luca and Iturrate, Iñaki and Perdikis, Serafeim and Millán, José del R (2018) mano: A Wearable Hand Exoskeleton for Activities of Daily Living and Neurorehabilitation. IEEE Robotics and Automation Letters, 3 (1). pp. 500-507. DOI https://doi.org/10.1109/LRA.2017.2771329

Perdikis, Serafeim and Tonin, Luca and del R. Millan, Jose (2017) Brain racers. IEEE Spectrum, 54 (9). pp. 44-51. DOI https://doi.org/10.1109/mspec.2017.8012239

Perdikis, S and Leeb, R and Millán, JDR (2016) Context-aware adaptive spelling in motor imagery BCI. Journal of Neural Engineering, 13 (3). 036018-036018. DOI https://doi.org/10.1088/1741-2560/13/3/036018

Perdikis, S and Leeb, R and Williamson, J and Ramsay, A and Tavella, M and Desideri, L and Hoogerwerf, E-J and Al-Khodairy, A and Murray-Smith, R and Millán, JDR (2014) Clinical evaluation of BrainTree, a motor imagery hybrid BCI speller. Journal of Neural Engineering, 11 (3). 036003-036003. DOI https://doi.org/10.1088/1741-2560/11/3/036003

Monograph

Perdikis, Serafeim and Leeb, Robert and Chavarriaga, Ricardo and Millán, José del R (2015) Context-aware learning for finite mixture models. Working Paper. Arxiv. (Unpublished)

Conference or Workshop Item

Sultana, Mushfika and Gheorghe, Lucian and Perdikis, Serafeim (2024) Assessing the impact of transcranial direct current stimulation (tDCS) on the enhancement of race driving skills. In: 10th International BCI Meeting Balancing Innovation and Translation, 2023-06-06 - 2023-06-09, Sonian Forest, Brussels, Belgium.

Amaunam, Idorenyin and Sultana, Mushfika and Rodriguez-Herreros, Borja and Tadi, Tej and Leeb, Robert and Perdikis, Serafeim (2024) EEG correlates of error-related activity during ballistic computer mouse movements. In: 9th Graz Brain-computer interface Conference 2024 (GBCIC2024), 2024-09-09 - 2024-09-12, Graz, Austria. (In Press)

Jin, Zhenyu and Bourban, Fabien and Leeb, Robert and Perdikis, Serafeim (2022) Quantifying the impact and profiling functional EEG artifacts. In: IEEE Systems, Man and Cybernetics (SMC) 2022, 2022-10-09 - 2022-10-12, Prague, Czech Republic.

Krueger, Johanna and Krauth, Richard and Reichert, Christoph and Perdikis, Serafeim and Vogt, Susanne and Huchtemann, Tessa and Durschmid, Stefan and Sickert, Almut and Lamprecht, Juliane and Huremovic, Almir and Gortler, Michael and Nasuto, Slawomir J and Knight, Robert T and Hinrichs, Hermann and Heinze, Hans-Jochen and Lindquist, Sabine and Sailer, Michael and Millan, Jose del R and Sweeney-Reed, Catherine M (2022) Functional electrical stimulation driven by a brain–computer interface in acute and subacute stroke patients impacts beta power and long-range temporal correlation. In: 2022 IEEE Workshop on Complexity in Engineering (COMPENG), 2022-07-18 - 2022-07-20, Florence, Italy.