Professor Luca Citi
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Email
lciti@essex.ac.uk -
Telephone
+44 (0) 1206 874233
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Location
1NW.5.3C, Colchester Campus
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Academic support hours
Tuesday, 1:00-1:50pm, in 1NW.5.3C; Friday, 9:00-9:50pm, in 1NW.5.3C or Zoom (Autumn term)
Profile
Biography
Dr Luca Citi holds a degree in Electronic Engineering with major in Biomedical Engineering from Universit脿 di Firenze (Italy). He obtained a PhD in Biorobotics Science and Engineering jointly offered by Scuola Superiore Sant'Anna and IMT Lucca (Italy) with a thesis about the decoding of neural signals for the control of robotic arm prostheses. He was a post-doc at 糖心Vlog in 2008 working on the EPSRC BCI-Mouse project. From 2010, he worked for three years as post-doc at Harvard Medical School and Massachusetts Institute of Technology specializing on statistical analysis of point processes (stochastic processes representing discrete events in time) applied to heartbeat series and neural spike trains (see http://users.neurostat.mit.edu/lciti/ ). In November 2012, he joined the School of Computer Science and Electronic Engineering at the 糖心Vlog as Lecturer. In October 2016 he become a Reader in the same School, then a Professor in 2019.
Qualifications
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PhD Sant'Anna School of Advanced Studies (joint with IMT Lucca), (2009)
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BSc+MSc Università degli Studi di Firenze, (2004)
Appointments
糖心Vlog
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Professor, School of Computer Science and Electronic Engineering, 糖心Vlog (1/10/2019 - present)
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Reader, School of Computer Science and Electronic Engineering, 糖心Vlog (1/10/2016 - 30/9/2019)
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Lecturer, School of Computer Science and Electronic Engineering, 糖心Vlog (12/11/2012 - 30/9/2016)
Research and professional activities
Research interests
stochastic models of neural and cardiovascular signals using history-dependent point processes
machine learning applied to biomedical signals
statistical learning theory
big data analytics
invasive neural interfaces
non-invasive Brain-Computer Interfaces (BCIs) and Event-Related Potentials (ERPs)
Teaching and supervision
Current teaching responsibilities
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Machine Learning (CE802)
Current supervision
Previous supervision
Degree subject: Cell and Molecular Biology
Degree type: Doctor of Philosophy
Awarded date: 15/5/2023
Degree subject: Computer Science
Degree type: Doctor of Philosophy
Awarded date: 11/8/2022
Degree subject: Computer Science
Degree type: Doctor of Philosophy
Awarded date: 23/7/2021
Degree subject: Computer Science
Degree type: Doctor of Philosophy
Awarded date: 20/1/2021
Publications
Publications (5)
Lai, M., Chiara, M., Citi, L. and Diciotti, S., (2024). Pacgan: A Novel Deep Learning Framework for High-Resolution Conditional Mr Image Synthesis and Classification
Alfeo, AL., Catrambone, V., Valenza, G., Cimino, M. and Citi, L., (2024). A Novel Counterfactual-Based Global Feature Importance Measure to Reduce Computational Costs in Eeg-Based Explainable Ai Models
Citi, L., Su, J., Huang, L. and Michaelson, JS., (2023). Counting Cells by Age Tells Us About How, and Why, and When, We Grow, and Become Old and Ill
Chodrow, P., Su, J., Lee, D., Ahmed, T., He, N., Ruben, DM., Tiwari, A., Mannherz, W., Citi, L., DiCorpo, D. and Michaelson, JS., (2021). How Our Cells Become Our Selves: The Cellular Phylodynamic Biology of Growth and Development
Yagis, E., Atnafu, SW., de Herrera, AGS., Marzi, C., Giannelli, M., Tessa, C., Citi, L. and Diciotti, S., (2021). Deep Learning in Brain MRI: Effect of Data Leakage Due to Slice-level Split Using 2D Convolutional Neural Networks
Journal articles (83)
Medellin-Gasque, R., Nordmark, H., Mullen, A., Citi, L., Perperoglou, A. and Lausen, KB., . Archives of Data Science
Ferdowsi, S., Foulsham, T., Rahmani, A., Ognibene, D., Citi, L. and Li, W., (2025). Identifying the human olfactory and chemosignaling neural networks using event related fMRI and graph theory. Scientific Reports. 15 (1), 12000-
Gioia, F., Greco, A., Callara, AL., Vanello, N., Scilingo, EP. and Citi, L., (2024). . IEEE Transactions on Biomedical Engineering. 72 (4), 1237-1247
Maddalon, L., Cervera-Torres, S., Minissi, ME., Greco, A., Citi, L., Marin-Morales, J. and Alca帽iz, M., (2024). . Annual Review of CyberTherapy and Telemedicine. 22, 125-130
Nardelli, M., Citi, L., Barbieri, R. and Valenza, G., (2023). . Physiological Measurement. 44 (3), 035004-035004
Carli, V., Petros, NG., Hadlaczky, G., Vitcheva, T., Berchialla, P., Bianchi, S., Carletto, S., Christinaki, E., Citi, L., Dinis, S., Gentili, C., Geraldes, V., Giovinazzo, L., Gonzalez-Martinez, S., Meyer, B., Ostacoli, L., Ottaviano, M., Ouakinin, S., Papastylianou, T., Paradiso, R., Poli, R., Rocha, I., Settanta, C., Scilingo, EP. and Valenza, G., (2022). . eClinicalMedicine. 48, 101423-101423
Tremmel, C., Fernandez-Vargas, J., Stamos, D., Cinel, C., Pontil, M., Citi, L. and Poli, R., (2022). . Journal of Neural Engineering. 19 (4), 046009-046009
Cinel, C., Fernandez Vargas, J., Tremmel, C., Citi, L. and Poli, R., (2022). . PLoS One. 17 (8), e0272320-e0272320
Fairbank, M., Samothrakis, S. and Citi, L., (2022). . Journal of Machine Learning Research. 23, 1-46
Fernandez-Vargas, J., Tremmel, C., Valeriani, D., Bhattacharyya, S., Cinel, C., Citi, L. and Poli, R., (2021). . Journal of Neural Engineering. 18 (4), 046055-046055
Bhattacharyya, S., Valeriani, D., Cinel, C., Citi, L. and Poli, R., (2021). . Scientific Reports. 11 (1), 17008-
Fanfani, V., Citi, L., Harris, AL., Pezzella, F. and Stracquadanio, G., (2021). . Cancer Research. 81 (10), 2588-2599
Yagis, E., Workalemahu Atnafu, S., Garcia Seco De Herrera, A., Marzi, C., Giannelli, M., Tessa, C., Citi, L. and Diciotti, S., (2021). . Scientific Reports. 11 (1), 22544-
Malesevic, N., Bj枚rkman, A., Andersson, GS., Matran-Fernandez, A., Citi, L., Cipriani, C. and Antfolk, C., (2020). . Scientific Data. 7 (1), 10-
Carli, V., Wasserman, D., Hadlaczky, G., Petros, NG., Carletto, S., Citi, L., Dinis, S., Gentili, C., Gonzalez-Martinez, S., De Leonibus, A., Meyer, B., Ostacoli, L., Ottaviano, M., Ouakinin, S., Paradiso, R., Poli, R., Rocha, I., Settanta, C., Waldmeyer, MTA., Valenza, G. and Scilingo, EP., (2020). . BMC Psychiatry. 20 (1), 93-
Christinaki, E., Papastylianou, T., Carletto, S., Gonzalez-Martinez, S., Ostacoli, L., Ottaviano, M., Poli, R. and Citi, L., (2020). . EAI Endorsed Transactions on Bioengineering and Bioinformatics. 1 (1), 166661-166661
Celi, LA., Citi, L., Ghassemi, M. and Pollard, TJ., (2019). . PLoS ONE. 14 (1), e0210232-e0210232
Matran-Fernandez, A., Rodriguez Martinez, IJ., Poli, R., Cipriani, C. and Citi, L., (2019). . Scientific Data. 6 (1), 186-
Valenza, G., Faes, L., Citi, L., Orini, M. and Barbieri, R., (2018). . IEEE Transactions on Biomedical Engineering. 65 (5), 1077-1085
Valenza, G., Citi, L., Saul, JP. and Barbieri, R., (2018). . Journal of Applied Physiology. 125 (1), 19-39
Valenza, G., Citi, L., Wyller, VB. and Barbieri, R., (2018). ECG-Derived Sympathetic and Parasympathetic Activity in the Healthy: An Early Lower-Body Negative Pressure Study Using Adaptive Kalman Prediction. Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. 2018-July, 5628-5631
Greco, A., Valenza, G., Nardelli, M., Bianchi, M., Citi, L. and Scilingo, EP., (2017). . IEEE Transaction on Human-Machine Systems. 47 (1), 91-100
Greco, A., Valenza, G., Citi, L. and Scilingo, EP., (2017). . IEEE Sensors Journal. 17 (3), 716-725
Valenza, G., Citi, L., Garcia, RG., Taylor, JN., Toschi, N. and Barbieri, R., (2017). . Scientific Reports. 7 (1), 42779-
Ciulli, S., Citi, L., Salvadori, E., Valenti, R., Poggesi, A., Inzitari, D., Mascalchi, M., Toschi, N., Pantoni, L. and Diciotti, S., (2016). . IEEE Journal of Biomedical and Health Informatics. 20 (4), 1026-1033
Pani, D., Barabino, G., Citi, L., Meloni, P., Raspopovich, S., Micera, S. and Raffo, L., (2016). . IEEE Transactions on Neural Systems and Rehabilitation Engineering. 2 (9), 993-1002
Valenza, G., Greco, A., Citi, L., Bianchi, M., Barbieri, R. and Scilingo, EP., (2016). . Scientific Reports. 6 (1), creators-Citi=3ALuca=3A=3A
Greco, A., Valenza, G., Lanata, A., Scilingo, EP. and Citi, L., (2016). . IEEE Transactions on Biomedical Engineering. 63 (4), 797-804
Valenza, G., Orsolini, S., Diciotti, S., Citi, L., Scilingo, EP., Guerrisi, M., Danti, S., Lucetti, C., Tessa, C., Barbieri, R. and Toschi, N., (2016). . Biomedical Signal Processing and Control. 26, 80-89
Greco, A., Lanata, A., Citi, L., Vanello, N., Valenza, G. and Scilingo, EP., (2016). . Electronics. 5 (3), creators-Citi=3ALuca=3A=3A
Sclocco, R., Citi, L., Garcia, RG., Cerutti, S., Bianchi, AM., Kuo, B., Napadow, V. and Barbieri, R., (2015). . 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). 2015-November, 4683-4686
Valenza, G., Faes, L., Citi, L., Orini, M. and Barbieri, R., (2015). . 2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). 2015-November, 7885-7888
Valenza, G., Garcia, RG., Citi, L., Scilingo, EP., Tomaz, CA. and Barbieri, R., (2015). . Frontiers in Physiology. 6 (74), 74-
Citi, L., (2015). A simple yet efficient algorithm for multiple kernel learning under elastic-net constraints. CoRR. abs/1506.08536
Valenza, G., Citi, L., Gentili, C., Lanata, A., Scilingo, EP. and Barbieri, R., (2015). . IEEE Journal of Biomedical and Health Informatics. 19 (1), 263-274
Greco, A., Lanata, A., Valenza, G., Scilingo, EP. and Citi, L., (2014). . 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2014, 2290-2293
Valenza, G., Citi, L., Scilingo, EP. and Barbieri, R., (2014). . 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2014, 6369-6372
Valenza, G., Orini, M., Citi, L., Minchole, A., Pueyo, E., Laguna, P. and Barbieri, R., (2014). Assessing real-time RR-QT frequency-domain measures of coupling and causality through inhomogeneous point-process bivariate models. 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2014, 6475-6478
Valenza, G., Citi, L. and Barbieri, R., (2014). . 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2014, 6973-6976
Valenza, G., Citi, L. and Barbieri, R., (2014). . PloS One. 9 (8), creators-Citi=3ALuca=3A=3A
Valenza, G., Citi, L., Scilingo, EP. and Barbieri, R., (2014). . Physical Review E. 89 (5), creators-Citi=3ALuca=3A=3A
Valenza, G., Citi, L., Lanat谩, A., Scilingo, EP. and Barbieri, R., (2014). . Scientific Reports. 4 (1), 4998-
Citi, L., Gentili, C., Lanat谩, A., Scilingo, EP., Barbieri, R. and Valenza, G., (2014). . Methods of Information in Medicine. 53 (04), 296-302
Citi, L., Ba, D., Brown, EN. and Barbieri, R., (2014). . Neural Computation. 26 (2), 267-263
Burykin, A., Costa, MD., Citi, L. and Goldberger, AL., (2014). . BMC Medical Informatics and Decision Making. 14 (6), 6-6
Raspopovic, S., Capogrosso, M., Petrini, FM., Bonizzato, M., Rigosa, J., Di Pino, G., Carpaneto, J., Controzzi, M., Boretius, T., Fernandez, E., Granata, G., Oddo, CM., Citi, L., Ciancio, AL., Cipriani, C., Carrozza, MC., Jensen, W., Guglielmelli, E., Stieglitz, T., Rossini, PM. and Micera, S., (2014). An Artificial Hand's Sense of Touch. SCIENCE TRANSLATIONAL MEDICINE. 6 (222)
Valenza, G., Akeju, O., Pavone, KJ., Citi, L., Hartnack, KE., Sampson, A., Purdon, PL., Brown, EN. and Barbieri, R., (2014). . Journal of Computational Surgery. 3 (1), 1-18
Raspopovic, S., Capogrosso, M., Petrini, FM., Bonizzato, M., Rigosa, J., Di Pino, G., Carpaneto, J., Controzzi, M., Boretius, T., Fernandez, E., Granata, G., Oddo, CM., Citi, L., Ciancio, AL., Cipriani, C., Carrozza, MC., Jensen, W., Guglielmelli, E., Stieglitz, T., Rossini, PM. and Micera, S., (2014). . Science Translational Medicine. 6 (222), 222ra19-
Valenza, G., Citi, L., Lanata, A., Scilingo, EP. and Barbieri, R., (2013). . 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). 2013, 2579-2582
Valenza, G., Citi, L. and Barbieri, R., (2013). . 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). 2013, 6131-6134
Valenza, G., Citi, L., Scilingo, EP. and Barbieri, R., (2013). . IEEE Transactions on Signal Processing. 61 (11), 2914-2926
Salvaris, M., Cinel, C., Citi, L. and Poli, R., (2012). . IEEE Transactions on Neural Systems and Rehabilitation Engineering. 20 (1), 8-17
Citi, L., Valenza, G. and Barbieri, R., (2012). . 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2012, 13-16
Valenza, G., Citi, L., Scilingo, EP. and Barbieri, R., (2012). . 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2012, 29-32
Orini, M., Citi, L. and Barbieri, R., (2012). . 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2012, 2831-2834
Citi, L., Valenza, G., Purdon, PL., Brown, EN. and Barbieri, R., (2012). . 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2012, 3124-3127
Citi, L., Brown, EN. and Barbieri, R., (2012). . IEEE Transactions on Biomedical Engineering. 59 (10), 2828-2837
Tombini, M., Rigosa, J., Zappasodi, F., Porcaro, C., Citi, L., Carpaneto, J., Rossini, PM. and Micera, S., (2012). . Neurorehabilitation and Neural Repair. 26 (3), 275-281
Balocco, C., Gori, V., Marmonti, E. and Citi, L., (2012). . Energy and Buildings. 49, 443-453
Citi, L., Bianchi, MT., Klerman, EB. and Barbieri, R., (2011). . 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2011, 7735-7738
Zhe Chen, Citi, L., Purdon, PL., Brown, EN. and Barbieri, R., (2011). . 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2011, 8444-8447
Ellis, RJ., Citi, L. and Barbieri, R., (2011). . 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2011, 1648-1651
Citi, L., Djilas, M., Azevedo-Coste, C., Yoshida, K., Brown, EN. and Barbieri, R., (2011). . 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2011, 2311-2314
Carpaneto, J., Cutrone, A., Bossi, S., Sergi, P., Citi, L., Rigosa, J., Rossini, PM. and Micera, S., (2011). . 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2011, 4637-4640
Micera, S., Rossini, PM., Rigosa, J., Citi, L., Carpaneto, J., Raspopovic, S., Tombini, M., Cipriani, C., Assenza, G., Carrozza, MC., Hoffmann, K., Yoshida, K., Navarro, X. and Dario, P., (2011). . Journal of Neuroengineering and Rehabilitation. 8 (1), creators-Citi=3ALuca=3A=3A
Poli, R., Citi, L., Salvaris, M., Cinel, C. and Sepulveda, F., (2010). . Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE. 2010, 6011-6014
Salvaris, M., Cinel, C., Poli, R., Citi, L. and Sepulveda, F., (2010). . 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology. 2010, 4189-4192
Citi, L., Poli, R. and Cinel, C., (2010). . Journal of Neural Engineering. 7 (5), creators-Citi=3ALuca=3A=3A
Poli, R., Cinel, C., Citi, L. and Sepulveda, F., (2010). . Psychophysiology. 47 (3), 467-485
Citi, L., Klerman, EB., Brown, EN. and Barbieri, R., (2010). . Computing in Cardiology. 37, 721-724
Rossini, PM., Micera, S., Benvenuto, A., Carpaneto, J., Cavallo, G., Citi, L., Cipriani, C., Denaro, L., Denaro, V., Di Pino, G., Ferreri, F., Guglielmelli, E., Hoffmann, K-P., Raspopovic, S., Rigosa, J., Rossini, L., Tombini, M. and Dario, P., (2010). . Clinical Neurophysiology. 121 (5), 777-783
Micera, S., Citi, L., Rigosa, J., Carpaneto, J., Raspopovic, S., Di Pino, G., Rossini, L., Yoshida, K., Denaro, L., Dario, P. and Rossini, PM., (2010). . Proceedings of the IEEE. 98 (3), 407-417
Citi, L., Tonet, O. and Marinelli, M., (2009). . International Review of Neurobiology. 86, 199-212
Micera, S., Rigosa, J., Carpaneto, J., Citi, L., Raspopovic, S., Guglielmelli, E., Benvenuto, A., Rossini, L., Di Pino, G., Cavallo, G., Carrozza, MC., Cipriani, C., Hoffmann, KP., Dario, P. and Rossini, PM., (2009). . 2009 Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2009, 4586-4589
Poli, R., Citi, L., Sepulveda, F. and Cinel, C., (2009). . IEEE Computational Intelligence Magazine. 4 (4), 27-31
Menon, C., de Negueruela, C., Mill谩n, JDR., Tonet, O., Carpi, F., Broschart, M., Ferrez, P., Buttfield, A., Tecchio, F., Sepulveda, F., Citi, L., Laschi, C., Tombini, M., Dario, P., Maria Rossini, P. and De Rossi, D., (2009). . Acta Astronautica. 64 (4), 448-456
Poli, R., McPhee, NF., Citi, L. and Crane, E., (2009). . Journal of Artificial Evolution and Applications. 2009, 1-16
Citi, L., Poli, R., Cinel, C. and Sepulveda, F., (2008). . IEEE Transactions on Neural Systems and Rehabilitation Engineering. 16 (1), 51-61
Micera, S., Navarro, X., Carpaneto, J., Citi, L., Tonet, O., Rossini, PM., Carrozza, MC., Hoffmann, KP., Vivo, M., Yoshida, K. and Dario, P., (2008). . IEEE Transactions on Neural Systems and Rehabilitation Engineering. 16 (5), 453-472
DiGiovanna, J., Citi, L., Yoshida, K., Carpaneto, J., Principe, JC., Sanchez, JC. and Micera, S., (2008). . 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society. 2008, 2008-2011
Citi, L., Carpaneto, J., Yoshida, K., Hoffmann, K., Koch, KP., Dario, P. and Micera, S., (2008). . Journal of Neuroscience Methods. 172 (2), 294-302
Tonet, O., Marinelli, M., Citi, L., Rossini, PM., Rossini, L., Megali, G. and Dario, P., (2008). . Journal of Neuroscience Methods. 167 (1), 91-104
Micera, S., Sergi, PN., Carpaneto, J., Citi, L., Bossi, S., Koch, K-P., Hoffmann, K-P., Menciassi, A., Yoshida, K. and Dario, P., (2006). . 2006 International Conference of the IEEE Engineering in Medicine and Biology Society. 2006, 2940-2943
Book chapters (9)
Cervera-Torres, S., Minissi, ME., Greco, A., Callara, A., Ferdowsi, S., Citi, L., Maddalon, L., Giglioli, IAC. and Alca帽iz, M., (2023). Modulating Virtual Affective Elicitation by Human Body Odors: Advancing Research on Social Signal Processing in Virtual Reality. In: Lecture Notes in Computer Science. Springer Nature Switzerland. 317- 327. 9783031350160
Thill, O. and Citi, L., (2022). Approximate Credibility Intervals for Independent Component Analysis. In: Biosystems & Biorobotics. Springer International Publishing. 803- 808. 9783030703158
Bhattacharyya, S., Cinel, C., Citi, L., Valeriani, D. and Poli, R., (2022). Walking improves the performance of a brain-computer interface for group decision making. In: Current Research in Neuroadaptive Technology. Elsevier. 221- 233. 9780128214138
Siadatnejad, S., Negro, F. and Citi, L., (2019). Hybrid Gaussian Point-Process Model for Finer Control of Myoelectric Robotic Hands. In: Biosystems & Biorobotics. Springer International Publishing. 137- 140. 9783030018443
Valenza, G., Citi, L., Scilingo, EP. and Barbieri, R., (2017). Time-Varying Cardiovascular Complexity with Focus on Entropy and Lyapunov Exponents. In: Complexity and Nonlinearity in Cardiovascular Signals. Springer International Publishing. 233- 256. 9783319587080
Valenza, G., Citi, L., Lanata, A., Gentili, C., Barbieri, R. and Scilingo, EP., (2017). Applications of Heartbeat Complexity Analysis to Depression and Bipolar Disorder. In: Complexity and Nonlinearity in Cardiovascular Signals. Springer International Publishing. 345- 374. 9783319587080
Valenza, G., Citi, L. and Barbieri, R., (2017). Linear and nonlinear parametric models in heart rate variability analysis. In: ECG Time Series Variability Analysis: Engineering and Medicine. Editors: Jelinek, HF., Cornforth, DJ. and Khandoker, AH., . CRC Press. 87- 116. 9781482243482
Citi, L. and Micera, S., (2013). . In: Introduction to Neural Engineering for Motor Rehabilitation. Wiley. 173- 182. 9780470916735
Carpaneto, J., Citi, L., Raspopovic, S., Rigosa, J. and Micera, S., (2013). Controlling Prostheses Using PNS Invasive Interfaces for Amputees. In: Introduction to Neural Engineering for Motor Rehabilitation. Wiley. 311- 326. 9780470916735
Conferences (54)
Ferdowsi, S., Ognibene, D., Foulsham, T., Greco, A., Callara, AL., Cervera-Torres, S., Alca帽iz, M., Vanello, N. and Citi, L., (2023).
Callara, AL., Cecchetto, C., Dal Bo, E., Citi, L., Gentili, C., Vanello, N., Scilingo, EP. and Greco, A., (2022). Human body odors of happiness and fear modulate the late positive potential component during neutral face processing: a preliminary ERP study on healthy subjects
Garcia Vellisca, M., Matran-Fernandez, A., Poli, R. and Citi, L., (2021).
Yagis, E., Garcia Seco De Herrera, A. and Citi, L., (2021).
Yagis, E., Citi, L., Diciotti, S., Merzi, C., Workalemahu Atnafu, S. and Garcia Seco De Herrera, A., (2020).
Fernandez-Vargas, J., Valeriani, D., Cinel, C., Sadras, N., Ahmadipour, P., Shanechi, MM., Citi, L. and Poli, R., (2020).
Nardelli, M., Citi, L., Barbieri, R. and Valenza, G., (2020). Irregularity Analysis of Sympathetic and Parasympathetic Activity Indices from HRV: A Pilot Study on Postural Changes
Nardelli, M., Citi, L., Barbieri, R. and Valenza, G., (2020). Intrinsic Complexity of Sympathetic and Parasympathetic Dynamics from HRV series: a Preliminary Study on Postural Changes
Cinel, C., Vargas, JF., Citi, L. and Poli, R., (2020). Benefits of Multisensory Cues in a Realistic Target Discrimination Task
Ferdowsi, S., Ognibene, D., Foulsham, T., Abolghasemi, V., Li, W. and Citi, L., (2020).
Valenza, G., Faita, F., Citi, L., Philip Saul, J., Maria Bruno, R. and Barbieri, R., (2020). Validation of Sympathetic Activity Index from Heart Rate Variability series: A Preliminary Muscle Sympathetic Nerve Activity Study
Bhattacharyya, S., Valeriani, D., Cinel, C., Citi, L. and Poli, R., (2019). Collaborative Brain-Computer Interfaces to Enhance Group Decisions in an Outpost Surveillance Task
Bhattacharyya, S., Valeriani, D., Cinel, C., Citi, L. and Poli, R., (2019).
Valenza, G., Citi, L., Saul, P. and Barbieri, R., (2019).
Yagis, E., Garcia Seco De Herrera, A. and Citi, L., (2019).
Christinaki, E., Papastylianou, T., Poli, R. and Citi, L., (2019). Parametric Transfer Learning based on the Fisher Divergence for Well-being Prediction
Sankarpandi, SK., Samothrakis, S., Citi, L. and Brady, P., (2019). Active learning without unlabeled samples: generating questions and labels using Monte Carlo Tree Search
Toschi, N., Valenza, G., Citi, L., Guerrisi, M., Orsolini, S., Tessa, C., Diciotti, S. and Barbieri, R., (2018). Assessment of Instantaneous Heartbeat Dynamics in amnestic Mild Cognitive Impairment
Valeriani, D., Bhattacharyya, S., Cinel, C., Citi, L. and Poli, R., (2018).
Matran-Fernandez, A., Mastinu, E., Poli, R., Ortiz-Catalan, M. and Citi, L., (2018).
Christinaki, E., Poli, R. and Citi, L., (2018).
Li, X., Poli, R., Valenza, G., Scilingo, EP. and Citi, L., (2017). Self-reported well-being score modelling and prediction: Proof-of-concept of an approach based on linear dynamic systems
Greco, A., Guidi, A., Felici, F., Leo, A., Ricciardi, E., Bianchi, M., Bicchi, A., Citi, L., Valenza, G. and Scilingo, EP., (2017). Muscle fatigue assessment through electrodermal activity analysis during isometric contraction
Ratcliffe, DS., Devlin, S., Kruschwit, U. and Citi, Z., (2017). Clyde: A deep reinforcement learning DOOM playing agent
Valenza, G., Citi, L. and Barbieri, R., (2016). Disentanglement of sympathetic and parasympathetic activity by instantaneous analysis of human heartbeat dynamics
Valenza, G., Romigi, A., Citi, L., Placidi, F., Izzi, F., Albanese, M., Scilingo, EP., Marciani, MG., Duggento, A., Guerrisi, M., Toschi, N. and Barbieri, R., (2016). Predicting seizures in untreated temporal lobe epilepsy using point-process nonlinear models of heartbeat dynamics
Barbieri, R., Valenza, G., Citi, L., Placidi, F., Izzi, F., Albanese, M., Marciani, MG., Guerrisi, M., Romigi, A. and Toschi, N., (2015).
Citi, L., (2015).
Citi, L., Olariu, C. and Barbieri, R., (2015).
Barbieri, R., Valenza, G., Citi, L., Guerrisi, M., Orsolini, S., Tessa, C., Diciotti, S. and Toschi, N., (2014).
Citi, L., Guffanti, G. and Mainardi, L., (2014).
Valenza, G., Citi, L., Scilingo, EP. and Barbieri, R., (2014).
Valenza, G., Citi, L., Scilingo, EP. and Barbieri, R., (2014).
Valenza, G., Orini, M., Citi, L., Minchole, A., Pueyo, E., Laguna, P. and Barbieri, R., (2014).
Cinel, C., Poli, R., Citi, L. and Roberson, D., (2013).
Orini, M., Citi, L., Hanson, BM., Taggart, P. and Lambiase, PD., (2013).
Barbieri, R., Citi, L., Valenza, G., Guerrisi, M., Orsolini, S., Tessa, C., Diciotti, S. and Toschi, N., (2013).
Valenza, G., Citi, L., Scilingo, EP. and Barbieri, R., (2013).
Orini, M., Valenza, G., Citi, L. and Barbieri, R., (2012).
Citi, L. and Barbieri, R., (2012).
Poli, R., Cinel, C., Citi, L. and Salvaris, M., (2011).
Citi, L., Brown, EN. and Barbieri, R., (2011).
Pani, D., Usai, F., Citi, L. and Raffo, L., (2011).
Citi, L., Poli, R. and Cinel, C., (2010).
Poli, R., McPhee, NF., Citi, L. and Crane, E., (2009).
Citi, L., Poli, R. and Cinel, C., (2009).
Poli, R., Cinel, C., Citi, L. and Sepulveda, F., (2007). Evolutionary Brain Computer Interfaces
Yoshida, K., Kurstjens, M., Citi, L., Koch, KP. and Micera, S., (2007).
Citi, L., Carpaneto, J., Yoshida, K., Hoffmann, KP., Koch, KP., Dario, P. and Micera, S., (2006).
Menon, C., De Negueruela, C., Mill谩n, JDR., Tonet, O., Carpi, F., Broschart, M., Ferrez, P., Buttfield, A., Dario, P., Citi, L., Laschi, C., Tombini, M., Seplveda, F., Poli, R., Palaniappan, R., Tecchio, F., Rossini, PM. and De Rossi, D., (2006).
Citi, L., Poli, R. and Cinel, C., (2006).
Micera, S., Sergi, PN., Carpaneto, J., Citi, L., Bossi, S., Koch, KP., Hoffmann, K-P., Menciassi, A., Yoshida, K. and Dario, P., (2006). Experiments on the development and use of a new generation of intra-neural electrodes to control robotic devices.
Citi, L., Poli, R. and Sepulveda, F., (2004).
Cinel, C., Poli, R. and Citi, L., (2004).
Reports and Papers (2)
Fairbank, M., Samothrakis, S. and Citi, L., (2021).
Fanfani, V., Citi, L., Harris, AL., Pezzella, F. and Stracquadanio, G., (2019). Gene-level heritability analysis explains the polygenic architecture of cancer
Other (4)
Fanfani, V., Citi, L., Harris, AL., Pezzella, F. and Stracquadanio, G., (2023).Supplementary Materials from The Landscape of the Heritable Cancer Genome
Fanfani, V., Citi, L., Harris, AL., Pezzella, F. and Stracquadanio, G., (2023).Supplementary Materials from The Landscape of the Heritable Cancer Genome
Fanfani, V., Citi, L., Harris, AL., Pezzella, F. and Stracquadanio, G., (2023).Data from The Landscape of the Heritable Cancer Genome
Fanfani, V., Citi, L., Harris, AL., Pezzella, F. and Stracquadanio, G., (2023).Data from The Landscape of the Heritable Cancer Genome
Grants and funding
2022
Newcross Healthcare Solutions Limited KTP 2021 Application
Newcross Healthcare Solutions Limited
2021
STAte-dependent neural decoders and encoders for Brain-machine interfaces featuring a Low-power neuromorphic hardwarE - STABLE
The Royal Society
2020
Replacement EPR spectrometer to the multiuser Biomedical EPR Facility at the 糖心Vlog
Biotechnology and Biological Sciences Research Council
2019
Closed-Loop Multisensory Brain-Computer Interface for Enhanced Decision Accuracy - Additional Funds 2019
Engineering and Physical Sciences Research Council
2018
Develop AI methods to optimise interactions with customers.
Innovate UK (formerly Technology Strategy Board)
Adaptive joint cognitive systems for complex and strategic decision making: building trust in human-machine teams through brain-computer-interface augmentation, social interaction and mutual learning
Ministry of Defence
Promoting social interaction through emotional body odours
European Commission
2017
Create new methods of capturing insight from current and future Preqin datasets by embedding AI and Machine Learning techniques across the unique Preqin investor platform.
Prequin
Create new methods of capturing insight from current and future Preqin datasets by embedding AI and Machine Learning techniques across the unique Preqin investor platform.
Prequin
2016
MURI Topic #3
Engineering & Physical Sciences Res.Council
Decoding the neural drive for finer and more intuitive control of a myoelectrical robotic hand
Engineering & Physical Sciences Res.Council
67% - The design and development of a scalable, avatar based, digital healthcare platform, driven by AI and Machine Learning technology.
Technology STrategy Board
33% - The design and development of a scalable, avatar based, digital healthcare platform, driven by AI and Machine Learning technology.
Orbital Media & Advertising Ltd.
2015
Coach Train - Interurban Transport
Charities Aid Foundation
NEVERMIND
European Commission (H2020)
DeTOP
European Commission (H2020)
67% - To extend the business intelligence and digital marketing offer by developing and embedding a new data analytics capability
Technology STrategy Board
33% - To extend the business intelligence and digitial marketing offer by developing and embedding a new data analytics capability
Objective Computing Ltd
Contact
Academic support hours:
Tuesday, 1:00-1:50pm, in 1NW.5.3C; Friday, 9:00-9:50pm, in 1NW.5.3C or Zoom (Autumn term)
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