Dr Serafeim Perdikis

Perdikis, S., Leeb, R., Chavarriaga, R. and Millan, JDR., (2021). Context–aware Learning for Generative Models. IEEE Transactions on Neural Networks and Learning Systems. 32 (8), 3471-3483

Cunha, JD., Perdikis, S., Halder, S. and Scherer, R., (2021). Post-adaptation effects in a motor imagery brain-computer interface online coadaptive paradigm. IEEE Access. 9, 41688-41703

Perdikis, S. and Millan, JDR., (2020). Brain-Machine Interfaces: A Tale of Two Learners. IEEE Systems Man and Cybernetics Magazine. 6 (3), 12-19

Krauth, R., Schwertner, J., Vogt, S., Lindquist, S., Michael, S., Almut, S., Lamprecht, J., Perdikis, S., Corbet, T., Millan, JDR., Hinrichs, H., Heinze, H-J. and Sweeney-Reed, C., (2019). Cortico-muscular coherence is reduced acutely post-stroke and increases bilaterally during motor recovery: a pilot study. Frontiers in Neurology. 10 (FEB), 126-

Noel, J-P., Chatelle, C., Perdikis, S., Jöhr, J., Lopes Da Silva, M., Ryvlin, P., De Lucia, M., Millán, JDR., Diserens, K. and Serino, A., (2019). Peri-personal space encoding in patients with disorders of consciousness and cognitive-motor dissociation. NeuroImage: Clinical. 24, 101940-101940

Bevilacqua, M., Perdikis, S. and Millan, JDR., (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, 17-22

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

Perdikis, S., Tonin, L., Saeedi, S., Schneider, C. and Millán, JDR., (2018). The Cybathlon BCI race: Successful longitudinal mutual learning with two tetraplegic users. PLoS Biology. 16 (5), e2003787-e2003787

Corbet, T., Iturrate, I., Pereira, M., Perdikis, S. and Millán, JDR., (2018). Sensory threshold neuromuscular electrical stimulation fosters motor imagery performance. NeuroImage. 176, 268-276

Randazzo, L., Iturrate, I., Perdikis, S. and Millán, JDR., (2018). mano: A Wearable Hand Exoskeleton for Activities of Daily Living and Neurorehabilitation.. IEEE Robotics and Automation Letters. 3 (1), 500-507

Perdikis, S., Tonin, L. and del R. Millan, J., (2017). Brain racers. IEEE Spectrum. 54 (9), 44-51

Perdikis, S., Leeb, R. and Millán, JDR., (2016). Context-aware adaptive spelling in motor imagery BCI. Journal of Neural Engineering. 13 (3), 036018-036018

Sollfrank, T., Ramsay, A., Perdikis, S., Williamson, J., Murray-Smith, R., Leeb, R., Millán, JDR. and Kübler, A., (2016). The effect of multimodal and enriched feedback on SMR-BCI performance. Clinical Neurophysiology. 127 (1), 490-498

Sagha, H., Perdikis, S., Millan, JDR. and Chavarriaga, R., (2015). Quantifying Electrode Reliability During Brain–Computer Interface Operation. IEEE Transactions on Biomedical Engineering. 62 (3), 858-864

Perdikis, S., Leeb, R., Williamson, J., Ramsay, A., Tavella, M., Desideri, L., Hoogerwerf, E-J., Al-Khodairy, A., 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

Leeb, R., Perdikis, S., Tonin, L., Biasiucci, A., Tavella, M., Creatura, M., Molina, A., Al-Khodairy, A., Carlson, T. and Millán, JDR., (2013). Transferring brain–computer interfaces beyond the laboratory: Successful application control for motor-disabled users. Artificial Intelligence in Medicine. 59 (2), 121-132

Leeb, R., Carlson, T., Perdikis, S., Tonin, L., Biasiucci, A. and Millan, JDR., Transferring BCI skills to successful application controls

Perdikis, S., Leeb, R. and Millan, JDR., Effects of adaptation intensity in motor imagery BCI.

Carlson, T., Tonin, L., Perdikis, S., Leeb, R. and Millan, JDR., A hybrid BCI for telepresence

Shaga, H., Perdikis, S., Millan, JDR. and Chavarriaga, R., Toward online detection of BCI performance Serafeim Perdikis, PhD5 degradation

Leeb, R., Molina, A., Al-Khodairy, A., Perdikis, S., Tonin, L., Carlson, T. and Millán, JDR., From BCI training to successful application control

Perdikis, S., Ramsay, A., Leeb, R., Williamson, J., Al-Khodairy, A., Murray- Smith, R. and Millán, JDR., Clinical evaluation of a hybrid-BCI text-entry system

Perdikis, S., Ramsay, A., Leeb, R., Murray-Smith, R. and Millán, JDR., Context-aware, semi-supervised adaptation for BCI

Perdikis, S., Tavella, M., Leeb, R., Chavarriaga, R. and Millan, JDR., A supervised recalibration protocol for unbiased BCI

Leeb, R., Al-Khodairy, A., Biasiucci, A., Perdikis, S., Tavella, M. and Millan, JDR., Are we ready? Issues in transferring BCI technology from experts to users

Tavella, M., Perdikis, S., Leeb, R. and Millan, JDR., Non-intentional control for asynchronous BCI: a statistical approach

Millán, JDR., Chavarriaga, R., Leeb, R., Perdikis, S., Tavella, M., Garipelli, G., Lew, E., Lostuzzo, M. and Tonin, L., BCI research at EPFL

Leeb, R., Perdikis, S., Tavella, M. and Millan, JDR., Multimodal fusion of muscle and brain activity for a hybrid-BCI

Perdikis, S., BCI for augmentingcommunication and control capabilities of disabled people

Perdikis, S., Leeb, R. and Millán, JDR., Feedback controller for mental imagery BCI

Leeb, R., Tavella, M., Perdikis, S. and Millán, JDR., Towards a hybrid-BCI: reliability dependent usage of either muscle or brain activity for a simple control task

Perdikis, S., Leeb, R., Liboni, N., Tangermann, M. and Millán, JDR., TOBI Project: BCI for enhancing communication and control capabilities of disabled people.

Stolz, J., Ralser, S., Bayer, MC., Craffonara, M., Ortelli, P., Ferrazzoli, D., Sebastianelli, L., Saltuari, L., Versace, V. and Perdikis, S., Functional electrical stimulation with assistive support driven by a Brain-Computer Interface on the upper limb rehabilitation of chronic stroke patients: preliminary single-center experience

Sultana, M., Gheorghe, L. and Perdikis, S., Assessing the impact of transcranial direct current stimulation (tDCS) on the enhancement of race driving skills

Amaunam, I., Schneider, C., Lopes da Silva, M., Johr, J., Diserens, K. and Perdikis, S., (2023). A discussion of statistical criteria for assessing awareness with SMR BCI after brain injury

Sultana, M., Reichert, C., Sweeney-Reed, C. and Perdikis, S., (2023). Towards calibration-less BCI-based rehabilitation

Sartzetaki, C., Antoniadis, P., Antonopoulos, N., Gkinis, I., Krasoulis, A., Perdikis, S. and Pitsikalis, V., (2023). Beyond Within-Subject Performance: A Multi-Dataset Study of Fine-Tuning in the EEG Domain

Sultana, M., Reichert, C., Sweeney-Reed, C. and Perdikis, S., (2023). Towards Calibration-Less BCI-Based Rehabilitation

Amaunam, I., Schneider, C., da Silva, ML., Jöhr, J., Diserens, K. and Perdikis, S., (2023). A discussion of statistical criteria for assessing awareness with SMR BCI after brain injury

Jin, Z., Bourban, F., Leeb, R. and Perdikis, S., (2022). Quantifying the impact and profiling functional EEG artifacts

Krueger, J., Krauth, R., Reichert, C., Perdikis, S., Vogt, S., Huchtemann, T., Durschmid, S., Sickert, A., Lamprecht, J., Huremovic, A., Gortler, M., Nasuto, SJ., Knight, RT., Hinrichs, H., Heinze, H-J., Lindquist, S., Sailer, M., Millan, JDR. and Sweeney-Reed, CM., (2022). Functional electrical stimulation driven by a brain–computer interface in acute and subacute stroke patients impacts beta power and long-range temporal correlation

Rodriguez-Herreros, B., Perdikis, S., Leeb, R., Serino, A. and Ionta, S., (2019). Neuromodulation of temporal dynamics in on-line visuomotor control by anodal HD-tDCS over the left intraparietal cortex

Schneider, C., Perdikis, S., Silva, M., Johr, J., Pincherle, A., Millan, JDR. and Diserens, K., (2018). Motor Attempt EEG Paradigm as a Diagnostic Tool for Disorders of Consciousness

Corbet, T., Iturrate, I., Pereira, M., Perdikis, S. and Millán, JDR., (2017). Sensory Threshold electrical stimulation enhances Classification of motor imagery.

Perdikis, S., Leeb, R. and Del R Millan, J., (2014). Subject-oriented training for motor imagery brain-computer interfaces

Carlson, T., Tonin, L., Perdikis, S., Leeb, R. and Del R Millan, J., (2013). A hybrid BCI for enhanced control of a telepresence robot

Quek, M., Boland, D., Williamson, J., Murray-Smith, R., Tavella, M., Perdikis, S., Schreuder, M. and Tangermann, M., (2011). Simulating the feel of brain-computer interfaces for design, development and social interaction

Tonin, L., Leeb, R., Tavella, M., Perdikis, S. and Millan, JDR., (2010). The role of shared-control in BCI-based telepresence

Perdikis, S., Tzovaras, D. and Strintzis, MG., (2008). Recognition of Human Actions using Layered Hidden Markov Models.