PUBBLICAZIONI
La ricerca braINterface attraverso oltre un decennio di studi su brain-computer interfaces, neurotecnologie, biosignali e sistemi uomo-macchina.
63
PUBBLICAZIONI
2009 – 2026
ANNI DI RICERCA
BCI · HCI · NEUROTECH
PRINCIPALI AMBITI
Pubblicazioni scientifiche
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2026
Workshops of the tenth international brain–computer interface meeting: balancing innovation and translation
Huggins, Jane E. · Mattia, Donatella · Aarnoutse, Erik · Allison, Brendan · Berezutskaya, Julia · Bianchi, Luigi · Chavarriaga, Ricardo · Corsi, Marie-Constance · Dean, Heather · Fernandes, Francisco · Freudenburg, Zachary V. · Herff, Christian · Hill, Katya · Hirata, Masayuki · Kapeller, Christoph · Kellis, Spencer · Kinney-Lang, Eli · Kukke, Sahana N. · Müller-Putz, Gernot · Peters, Betts · Rizzoglio, Fabio · Shahriari, Yalda · Tangermann, Michael · Tonin, Luca · van Balen, Bouke · Verbaarschot, Cecile
Research in Biomedical Engineering and Technology, vol. 13, n. 1 · 2026
DOI: 10.1080/29960355.2026.2731643 →
2024
Encoding temporal information in deep convolution neural network
Singh, Avinash Kumar · Bianchi, Luigi
Frontiers in Neuroergonomics, vol. 5 · 2024
Editorial: Advances and challenges to bridge computational intelligence and neuroscience for brain-computer interface
Singh, Avinash Kumar · Bianchi, Luigi · Valeriani, Davide · Nakanishi, Masaki
Frontiers in Neuroergonomics, vol. 5 · 2024
DOI: 110.3389/fnrgo.2024.1461494 →
2023
Integrating Innovation: The Role of Standards in Promoting Responsible Development of Human-Machine Systems
Zach McKinney · Martijn de Neeling · Luigi Bianchi · Ricardo Chavarriaga
Handbook of Human-Machine Systems, pp. 431–449 · Wiley · 2023
DOI: 10.1002/9781119863663.ch35 →
2022
Optimized Collaborative Brain-Computer Interfaces for Enhancing Face Recognition
Salvatore, Cecilia · Valeriani, Davide · Piccialli, Veronica · Bianchi, Luigi
IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 30 · pp. 1223–1232 · 2022
Merging Brain-Computer Interface P300 speller datasets: Perspectives and pitfalls
Bianchi, Luigi · Ferrante, Raffaele · Hu, YP · Sahonero-Alvarez, G.
Frontiers in Neuroergonomics, vol. 3 · 2022
DOI: 10.3389/fnrgo.2022.1045653 →
2021
Standardization of neurotechnology for brain-machine interfacing: state of the art and recommendations
Chavarriaga, Ricardo · Carey, Carole · Contreras-Vidal, Luis · McKinney, Zach · Bianchi, Luigi
IEEE Open Journal of Engineering in Medicine and Biology, vol. 2 · pp. 71–73 · 2021
Improving P300 Speller performance by means of optimization and machine learning
Bianchi, Luigi · Liti, Chiara · Liuzzi, Giuseppe · Piccialli, Veronica · Salvatore, Cecilia
Annals of Operations Research · 2021
A functional model for unifying brain computer interface terminology
Easttom, Chuck · Bianchi, Luigi · Valeriani, Davide · Nam, Chang S. · Hossaini, Ali · Zapala, Dariusz · Roman-Gonzalez, Avid · Singh, Avinash K. · Antonietti, Alberto · Sahonero-Alvarez, Guillermo · Balachandran, Pradeep
IEEE Open Journal of Engineering in Medicine and Biology, vol. 2 · pp. 91–96 · 2021
Towards bridging the gap between computational intelligence and neuroscience in brain-computer interfaces with a common description of systems and data
Avinash K. Singh · Guillermo S. Alvarez · Mufti Mahmud · Luigi Bianchi
Frontiers in Neuroinformatics, vol. 15 · 699840 · 2021
A functional BCI model by the IEEE P2731 working group: data storage and sharing
Luigi Bianchi · Alberto Antonietti · Garima Bajwa · Raffaele Ferrante · Mufti Mahmud · Pradeep Balachandran
Brain-Computer Interfaces, vol. 8 · pp. 108–116 · 2021
A functional BCI model by the P2731 working group: transducer
Sahonero-Alvarez, Guillermo · Singh, Avinash Kumar · Sayrafian, Kamran · Bianchi, Luigi · Roman-Gonzalez, Avid
Brain-Computer Interfaces, vol. 8 · pp. 92–107 · 2021
A functional BCI model by the P2731 working group: control interface
Chuck Easttom, Luigi Bianchi, Davide Valeriani, Chang S. Nam, Ali Hossaini, Dariusz Zapała, Avid Roman-Gonzalez, Avinash K. Singh, Alberto Antonietti, Guillermo Sahonero-Alvarez, Pradeep Balachandran
Brain-Computer Interfaces, vol. 8, issue 4, pp. 154–160, 2021
DOI: 10.1080/2326263X.2021.2002004 →
2020
The COVID-19 Pandemic on Clinical EEG and Research and Consensus Recommendations for the Safe Use of EEG
Campanella, Salvatore · Arikan, Kemal · Babiloni, Claudio · Balconi, Michela · Bertollo, Maurizio · Betti, Viviana · Bianchi, Luigi · Brunovsky, Martin · Buttinelli, Carla · Comani, Silvia · Di Lorenzo, Giorgio · et al.
Clinical EEG and Neuroscience, vol. 52 · pp. 3–28 · 2020
A Videogame Driven by the Mind: Are Motor Acts Necessary to Play?
Bianchi, Luigi
Advances in Intelligent Systems and Computing, vol. 1129 AISC · pp. 40–50 · 2020
DOI: 10.1007/978-3-030-39445-5_5 →
2019
A New Early Stopping Method for P300 Spellers
Bianchi, Luigi · Liti, Chiara · Piccialli, Veronica
IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 27 · pp. 1635–1643 · 2019
SSVEP based Brain-Computer Interfaces for 2-D Analog-like Control: Is it Possible?
Bianchi, Luigi · Ferrante, Raffaele
International Journal of Circuits, Systems and Signal Processing, vol. 13 · pp. 537–542 · 2019
The Software Model of the ‘Speedy'O'Brain’ Neuro-Feedback Videogame
Bianchi, Luigi
International Journal of Circuits, Systems and Signal Processing · 2019
Group study via collaborative BCI
Bianchi, Luigi · Gambardella, Francesco · Liti, Chiara · Piccialli, Veronica
2019 IEEE International Conference on Systems, Man and Cybernetics (SMC) · pp. 272–276 · Bari · 2019
DOI: 10.1109/SMC.2019.8914482 →
2018
The NPXLab suite 2018: A free features rich set of tools for the analysis of neuro-electric signals
Bianchi, Luigi
WSEAS Transactions on Systems and Control, vol. 13 · pp. 145–152 · 2018
Speedy’O’Brain: a Neuro-Feedback Videogame Driven by Electroencephalographic Signals
Bianchi, Luigi
International Journal of Biology and Biomedical Engineering, vol. 12 · pp. 229–234 · 2018
Brain-Computer Interface Systems: Why a Standard Model is Essential
Bianchi, Luigi
2018 IEEE Life Sciences Conference (LSC) · pp. 134–137 · Montreal, Canada · 2018
Analog-Like Control is Possible in SSVEP Based Brain-Computer Interfaces
Bianchi, Luigi · Ferrante, Raffaele · Quitadamo, Lucia Rita
2018 IEEE Life Sciences Conference (LSC) · pp. 235–238 · Montreal, Canada · 2018
DOI: 10.1109/LSC.2018.8572094 →
2017
Support vector machines to detect physiological patterns for EEG and EMG-based human-computer interaction: A review
Quitadamo, Lucia Rita · Cavrini, Francesco · Sbernini, Luca · Riillo, Fabio · Bianchi, Luigi · Seri, Sergio · Saggio, Giovanni
Journal of Neural Engineering, vol. 14 · 2017
Levetiracetam modifies quantitative EEG in the anterior cortical regions in epileptic patients showing psychiatric manifestations
D'Elia, A. · Bianchi, Luigi · Placidi, F. · Izzi, F. · Manfredi, N. · Mari, L. · Mercuri, N. B. · Pisani, A. · Liguori, C.
Epilepsia, vol. 58 · 2017
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2016
Cognitive Processing in Non-Communicative Patients: What Can Event-Related Potentials Tell Us?
Lugo, Zulay R. · Quitadamo, Lucia R. · Bianchi, Luigi · Pellas, Frédéric · Veser, Sandra · Lesenfants, Damien · Real, Ruben G. L. · Herbert, Cornelia · Guger, Christoph · Kotchoubey, Boris · Mattia, Donatella · Kübler, Andrea · Laureys, Steven · Noirhomme, Quentin
Frontiers in Human Neuroscience, vol. 10 · 2016
A Fuzzy Integral Ensemble Method in Visual P300 Brain-Computer Interface
Cavrini, Francesco · Bianchi, Luigi · Quitadamo, Lucia Rita · Saggio, Giovanni
Computational Intelligence and Neuroscience, vol. 2016 · Article ID 9845980 · 9 pagine · 2016
2015
Movement Detection of Human Body Segments: Passive Radio Identification and Machine-Learning Technologies
Amendola, Sara · Bianchi, Luigi · Marrocco, Gaetano
IEEE Antennas & Propagation Magazine, vol. 57, n. 3 · pp. 23–37 · 2015
DOI: 10.1109/MAP.2015.2437274 →
2014
In vitro analysis of pyrogenicity and cytotoxicity profiles of flex sensors to be used to sense human joint postures
Saggio, Giovanni · Bianchi, Luigi · Castelli, Stefano · Santucci, Maria Beatrice · Fraziano, Marco · Desideri, Alessandro
Sensors, vol. 14 · pp. 11672–11681 · 2014
Investigating the effects of a sensorimotor rhythm-based BCI training on the cortical activity elicited by mental imagery
Toppi, J. · Risetti, M. · Quitadamo, Lucia Rita · Petti, M. · Bianchi, Luigi · Salinari, S. · Babiloni, F. · Cincotti, F. · Mattia, D. · Astolfi, L.
Journal of Neural Engineering, vol. 11 · 2014
Performance measurement for brain-computer or brain-machine interfaces: A tutorial
Thompson, D. E. · Quitadamo, Lucia Rita · Mainardi, L. · Laghari, K. · Gao, S. · Kindermans, P. · Simeral, J. D. · Fazel-Rezai, R. · Matteucci, M. · Falk, T. H. · Bianchi, Luigi · Chestek, C. A. · Huggins, J. E.
Journal of Neural Engineering, vol. 11 · 2014
Combination of classifiers using the fuzzy integral for uncertainty identification and subject specific optimization
Cavrini, Francesco · Quitadamo, Lucia Rita · Bianchi, Luigi · Saggio, Giovanni
International Joint Conference on Fuzzy Computation Theory and Applications (FCTA 2014) · pp. 14–24 · SCITEPRESS · Rome · 2014
Combined passive radiofrequency identification and machine learning technique to recognize human motion
Amendola, S. · Bianchi, L. · Marrocco, G.
EuMW 2014 – 44th European Microwave Conference · 2014
Brain-Computer Interfaces for Assessment and Communication in Disorders of Consciousness
Christoph Guger, Bettina Sorger, Quentin Noirhomme, Lorina Naci, Martin M. Monti, Ruben Real, Christoph Pokorny, Sandra Veser, Zulay Lugo, Lucia Quitadamo, Damien Lesenfants, Monica Risetti, Rita Formisano, Jlenia Toppi, Laura Astolfi, Thomas Emmerling, Lizette Heine, Helena Erlbeck, Petar Horki, Boris Kotchoubey, Luigi Bianchi, Donatella Mattia, Rainer Goebel, Adrian M. Owen, Frederic Pellas, Gernot Müller-Putz, Steven Laureys, Andrea Kübler, Febo Cincotti
Emerging Theory and Practice in Neuroprosthetics, a cura di Ganesh R. Naik e Yina Guo, pp. 181–214, IGI Global, 2014
2013
Unexpected total recovery in a patient with post-anoxic complete alpha coma predicted by recording of cortical SEPS
Liguori, C. · Albanese, M. · Romigi, A. · Izzi, F. · Natoli, Silvia · Leonardis, Francesca · Leonardis, Carlo · Bianchi, Luigi · Marciani, Maria Grazia · Placidi, Fabio
Clinical Neurophysiology · 2013
On ERPs detection in disorders of consciousness rehabilitation
Risetti, M. · Formisano, R. · Toppi, J. · Quitadamo, L. R. · Bianchi, Luigi · Astolfi, L. · Cincotti, F. · Mattia, D.
Frontiers in Human Neuroscience · 2013
DOI: 10.3389/fnhum.2013.00775 →
2012
Evaluation of the performances of different P300 based brain-computer interfaces by means of the efficiency metric
Quitadamo, Lucia Rita · Abbafati, M. · Cardarilli, Gian Carlo · Mattia, D. · Cincotti, F. · Babiloni, F. · Marciani, M. G. · Bianchi, Luigi
Journal of Neuroscience Methods, vol. 203 · pp. 361–368 · 2012
DOI: 10.1016/j.jneumeth.2011.10.010 →
2011
Tools for Brain-Computer Interaction: A General Concept for a Hybrid BCI
Müller-Putz, G. R. · Breitwieser, C. · Cincotti, F. · Leeb, R. · Schreuder, M. · Leotta, F. · Tavella, M. · Bianchi, L. · Kreilinger, A. · Ramsay, A. · Rohm, M. · Sagebaum, M. · Tonin, L. · Neuper, C. · Millán, J. del R.
Frontiers in Neuroinformatics · 2011
DOI: 10.3389/fninf.2011.00030 →
Current trends in hardware and software for brain-computer interfaces (BCIs)
Brunner, Peter · Bianchi, Luigi · Guger, Christoph · Cincotti, Febo · Schalk, Gerwin
Journal of Neural Engineering, vol. 8 · 2011
Workload measurement in a communication application operated through a P300-based brain-computer interface
Riccio, A. · Leotta, F. · Bianchi, Luigi · Aloise, F. · Zickler, C. · Hoogerwerf, E. · Kübler, A. · Mattia, D. · Cincotti, F.
Journal of Neural Engineering, vol. 8 · 025028 · 2011
Optimizing the P300-based brain-computer interface: current status, limitations and future directions
Mak, J. N. · Arbel, Y. · Minett, J. W. · McCane, L. M. · Yuksel, B. · Ryan, D. · Thompson, D. · Bianchi, Luigi · Erdogmus, D.
Journal of Neural Engineering, vol. 8 · 025003 · 2011
Use of the Choquet Integral for Combination of Classifiers in P300 Based Brain-Computer Interface
Cavrini, Francesco · Bianchi, Luigi · Quitadamo, Lucia Rita · Abbafati, M. · Saggio, Giovanni
Medical Measurements and Applications Proceedings (MeMeA), 2011 IEEE International Workshop · Bari · 2011
2010
Which physiological components are more suitable for visual ERP based brain-computer interface? A preliminary MEG/EEG study
Bianchi, Luigi · Sami, S. · Hillebrand, A. · Fawcett, I. P. · Quitadamo, Lucia Rita · Seri, S.
Brain Topography, vol. 23 · pp. 180–185 · 2010
DOI: 10.1007/s10548-010-0143-0 →
EEG analysis of the brain activity during the observation of commercial, political, or public service announcements
Giovanni Vecchiato · Laura Astolfi · Alessandro Tabarrini · Serenella Salinari · Donatella Mattia · Febo Cincotti · Luigi Bianchi · Domenica Sorrentino · Fabio Aloise · Ramon Soranzo · Fabio Babiloni
Computational Intelligence and Neuroscience · 2010
Patterns of cortical activity during the observation of Public Service Announcements and commercial advertising
Vecchiato, Giovanni · Astolfi, Laura · Cincotti, Febo · De Vico Fallani, Fabrizio · Sorrentino, Domenica M. · Mattia, Donatella · Salinari, Serenella · Bianchi, Luigi · Toppi, Jlena · Aloise, Fabio · Babiloni, Fabio
Nonlinear Biomedical Physics, vol. 4, Suppl. 1 · S3 · 2010
Comparison of Different Classifiers on a Reduced Set of Features for Mental Tasks-Based Brain Computer Interface
Giovanni Saggio · Pietro Cavallo · Giovanni Costantini · Gianluca Susi · Lucia Rita Quitadamo · Maria Grazia Marciani · Luigi Bianchi
Proceedings of the Third International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2010), Valencia, 2010, pp. 174–179. ISBN 978-989-674-018-4.
Multiservice telemedicine application over an emulated DVB-RCS satellite link
Luigi Bianchi · Michele Luglio · Maria Grazia Marciani · Francesco Zampognaro
2010 3rd International Symposium on Applied Sciences in Biomedical and Communication Technologies (ISABEL 2010), Roma, 7–10 novembre 2010, pp. 1–5.
Advanced brain computer interface for communication and control
Fabio Aloise · Francesca Schettini · Pietro Aricò · Luigi Bianchi · Angela Riccio · Massimo Mecella · Fabio Babiloni · Donatella Mattia · Febo Cincotti
Proceedings of the International Conference on Advanced Visual Interfaces (AVI ’10), Roma, 2010, pp. 399–400.
SVM Evaluation for Brain Computer Interface Systems
Mario Salerno · Giovanni Costantini · Daniele Casali · Giancarlo Orengo · Pietro Cavallo · Giovanni Saggio · Luigi Bianchi · Lucia Rita Quitadamo · Maria Grazia Marciani
Proceedings of the Third International Conference on Bio-inspired Systems and Signal Processing – BIOSIGNALS 2010, Valencia, 20–23 gennaio 2010, pp. 240–244. ISBN 978-989-674-018-4.
Optimal mental task discrimination for brain-computer interface
Mario Salerno · Giovanni Costantini · Daniele Casali · Giovanni Saggio · Luigi Bianchi
15th IEEE Mediterranean Electrotechnical Conference (MELECON 2010), Valletta, Malta, 25–28 aprile 2010.
Mental tasks recognition for A Brain / computer interface
Giovanni Costantini · Daniele Casali · M. Carota · Giovanni Saggio · Luigi Bianchi · M. Abbafati · Lucia Rita Quitadamo
Sensors and Microsystems, Lecture Notes in Electrical Engineering, vol. 54, pp. 311–314, 2010. Il contributo è relativo al 14th AISEM Italian Conference on Sensors and Microsystems.
2009
Brain activity during the memorization of visual scenes from TV commercials: an application of high resolution EEG and steady state somatosensory evoked potentials technologies
Laura Astolfi · Fabrizio De Vico Fallani · Febo Cincotti · Donatella Mattia · Luigi Bianchi · Maria Grazia Marciani · Serenella Salinari · I. Gaudiano · G. Scarano · Ramon Soranzo · Fabio Babiloni
Journal of Physiology – Paris, vol. 103, n. 6, pp. 333–341, 2009
DOI: 10.1016/j.jphysparis.2009.07.002 →
Single-epoch analysis of interleaved evoked potentials and fMRI responses during steady-state visual stimulation
Marta Bianciardi · Luigi Bianchi · Girolamo Garreffa · M. Abbafati · Francesco Di Russo · Maria Grazia Marciani · Emiliano Macaluso
Clinical Neurophysiology, vol. 120, n. 4, pp. 738–747, 2009.
The Track of Brain Activity during the Observation of TV Commercials with the High-Resolution EEG Technology
Laura Astolfi · Giovanni Vecchiato · Fabrizio De Vico Fallani · Serenella Salinari · Febo Cincotti · Fabio Aloise · Donatella Mattia · Maria Grazia Marciani · Luigi Bianchi · Ramon Soranzo · Fabio Babiloni
Computational Intelligence and Neuroscience, 2009, Article ID 652078, 7 pagine.
UML model applied as a useful tool for Wireless Body Area Networks
Giovanni Saggio · Pietro Cavallo · Luigi Bianchi · Lucia Rita Quitadamo · Franco Giannini
1st International Conference on Wireless VITAE 2009, Aalborg, Danimarca, 2009, pp. 679–683.
Mental task recognition based on SVM classification
Giovanni Costantini · Daniele Casali · M. Carota · Giovanni Saggio · Luigi Bianchi · M. Abbafati · Lucia Rita Quitadamo
3rd International Workshop on Advances in Sensors and Interfaces (IWASI 2009), Trani (BA), 25–26 giugno 2009, pp. 197–200.
Interacting with the Environment through Non-invasive Brain-Computer Interfaces
Febo Cincotti · Lucia Rita Quitadamo · Fabio Aloise · Luigi Bianchi · Fabio Babiloni · Donatella Mattia
Universal Access in Human-Computer Interaction. Intelligent and Ubiquitous Interaction Environments, 5th International Conference on Universal Access in Human-Computer Interaction (UAHCI 2009), San Diego, 2009, Lecture Notes in Computer Science, vol. 5615, Part II, pp. 483–492.
SVM Classification of EEG Signals for Brain Computer Interface
Giovanni Costantini · Massimiliano Todisco · Daniele Casali · Massimo Carota · Giovanni Saggio · Luigi Bianchi · M. Abbafati · Lucia Rita Quitadamo
19th Italian Workshop on Neural Nets (WIRN 2009), Vietri sul Mare, 28–30 maggio 2009, Frontiers in Artificial Intelligence and Applications, vol. 204, pp. 229–233.
The study of brain activity during the observation of commercials
Giovanni Vecchiato · Laura Astolfi · Fabrizio De Vico Fallani · Serenella Salinari · Febo Cincotti · Fabio Aloise · Donatella Mattia · Maria Grazia Marciani · Luigi Bianchi · Ramon Soranzo · Fabio Babiloni
31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2009), Minneapolis, 2009, pp. 57–60.
Efficiency of a BCI system in a visual P300 protocol with different stimulation intervals
Lucia Rita Quitadamo · Manuel Abbafati · Giovanni Saggio · Gian Carlo Cardarilli · Maria Grazia Marciani · Luigi Bianchi
1st International Conference on Wireless Communication, Vehicular Technology, Information Theory and Aerospace & Electronic Systems Technology (Wireless VITAE 2009), 2009, pp. 670–673.
Virtual reality implementation as a useful software tool for e-health applications
Giovanni Saggio · Giuseppe Latessa · Fabio De Santis · Luigi Bianchi · Lucia Rita Quitadamo · Maria Grazia Marciani · Franco Giannini
1st IEEE International WoWMoM Workshop on Interdisciplinary Research on E-Health Services and Systems (IREHSS 2009), Kos, Grecia, 2009. La pubblicazione è indicizzata anche negli atti di WOWMOM 2009.
Introducing NPXLab 2010: a tool for the analysis and optimization of P300 based Brain-Computer Interfaces
Luigi Bianchi · Lucia Rita Quitadamo · M. Abbafati · Maria Grazia Marciani · Giovanni Saggio
2010 International Symposium on Applied Sciences in Biomedical and Communication Technologies (ISABEL 2009), Bratislava, 2009.
Comparison of two different classifiers for mental tasks-based Brain-Computer Interface: MLP Neural Networks vs. Fuzzy Logic
Giovanni Saggio · Pietro Cavallo · Alessio Ferretti · Francesco Garzoli · Lucia Rita Quitadamo · Maria Grazia Marciani · Franco Giannini · Luigi Bianchi Tor Vergata Art
10th IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM 2009), Kos, Grecia, 2009, pp. 1–5.
