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Marco BonizzatoDepartment of Electrical Engineering
Profile in the Directory of Experts of Polytechnique Montréal
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Bergeron, D., Delivet-Mongrain, H., Bonizzato, M., & Martinez, M. (2026). Characterization of limb representation in the pig's motor cortex. Journal of Neurophysiology. External link
Balachandar, A., Sorrento, G., Moraud, E. M., Bonizzato, M., & Fasano, A. (2026). Neuromodulation for gait disorders. Nature Reviews Bioengineering. External link
Bergeron, D., Barthélemy, D., Hadjinicolaou, A., Bonizzato, M., Martinez, M., Dancause, N., & Weil, A. G. (2026). Motor Recovery After a Hemispherectomy: Review of Mechanisms and the Potential of Neuromodulation to Enhance Motor Outcomes. Journal of Child Neurology, 8830738251 (19 pages). External link
Bourgeois, H., Guay-Hottin, R., Meftah, E.-M., Martinez, M., Bonizzato, M., & Barthélemy, D. (2026). Modulation of leg trajectory by transcranial magnetic stimulation during walking. [Abstract]. Neuromodulation Technology at the Neural Interface, 29(1), S175-S175. Presented at 4th Joint Congress of the INS European Chapters, Istanbul, Turkey. External link
Bourgeois, H., Guay Hottin, R., Meftah, E.-M., Martinez, M., Bonizzato, M., & Barthélemy, D. (2025). Modulation of leg trajectory by transcranial magnetic stimulation during walking. Scientific Reports, 15(1), 21362 (12 pages). Available
Bonizzato, M., Guay Hottin, R., Côté, S. L., Massai, E., Choinière, L., Macar, U., Laferrière, S., Sirpal, P., Quessy, S., Lajoie, G., Martinez, M., & Dancause, N. (2023). Autonomous optimization of neuroprosthetic stimulation parameters that drive the motor cortex and spinal cord outputs in rats and monkeys. Cell Reports Medicine, 4(4), 101008 (24 pages). External link
Bonizzato, M. (2023, May). Des agents d'apprentissage autonome pour optimiser les thérapies de neuromodulation [Presentation]. In 90e Congrès de l'ACFAS (ACFAS 2023), Montréal, QC. External link
Bonizzato, M., & Fasano, A. (2023). Implementing automation in deep brain stimulation: has the time come? Lancet Digital Health, 5(2), e52-e53. External link
Bergeron, D., Iorio-Morin, C., Bonizzato, M., Lajoie, G., Orr Gaucher, N., Racine, É., & Weil, A. G. (2023). Use of Invasive Brain-Computer Interfaces in Pediatric Neurosurgery: Technical and Ethical Considerations. Journal of Child Neurology, 38(3-4), 223-238. External link
Bonizzato, M. (2021). Neuroprosthetics: an outlook on active challenges toward clinical adoption. Journal of Neurophysiology, 125(1), 105-109. External link
Bonizzato, M., & Martinez, M. (2021). An intracortical neuroprosthesis immediately alleviates walking deficits and improves recovery of leg control after spinal cord injury. Science Translational Medicine, 13(586). External link
Bonizzato, M., James, N. D., Pidpruzhnykova, G., Pavlova, N., Shkorbatova, P., Baud, L., Martinez-Gonzalez, C., Squair, J. W., DiGiovanna, J., Barraud, Q., Micera, S., & Courtine, G. (2021). Multi-pronged neuromodulation intervention engages the residual motor circuitry to facilitate walking in a rat model of spinal cord injury. Nature Communications, 12(1), 14 pages. External link
Bonizzato, M., & Martinez, M. (2021). Systems and Methods For Movement Modulation of a Body Part of a Subject. [Systèmes et procédés de modulation du mouvement d'une partie du corps d'un sujet.]. (Patent no. CA3146323). External link
Bourrier, A., Szarpak-Jankowska, A., Veliev, F., Olarte-Hernandez, R., Shkorbatova, P., Bonizzato, M., Rey, E., Barraud, Q., Briançon-Marjollet, A., Auzély, R., Courtine, G., Bouchiat, V., & Delacour, C. (2020). Introducing a biomimetic coating for graphene neuroelectronics: toward in-vivo applications. Biomedical Physics & Engineering Express, 7(1), 16 pages. External link
Bourrier, A., Shkorbatova, P., Bonizzato, M., Rey, E., Barraud, Q., Courtine, G., Othmen, R., Reita, V., Bouchiat, V., & Delacour, C. (2019). Monolayer Graphene Coating of Intracortical Probes for Long-Lasting Neural Activity Monitoring. Advanced Healthcare Materials, 8(18), 13 pages. External link
Bonizzato, M., Pidpruzhnykova, G., DiGiovanna, J., Shkorbatova, P., Pavlova, N., Micera, S., & Courtine, G. (2018). Brain-controlled modulation of spinal circuits improves recovery from spinal cord injury. Nature Communications, 9(1), 14 pages. External link
Borton, D., Bonizzato, M., Beauparlant, J., DiGiovanna, J., Moraud, E. M., Wenger, N., Musienko, P., Minev, I. R., Lacour, S. P., Millán, J. R., Micera, S., & Courtine, G. (2014). Corticospinal neuroprostheses to restore locomotion after spinal cord injury. Neuroscience Research, 78, 21-29. External link
Choinière, L., Guay-Hottin, R., Picard, R., Lajoie, G., Bonizzato, M., & Dancause, N. (2024). Gaussian-process-based Bayesian optimization for neurostimulation interventions in rats. STAR Protocols, 5(1), 102885 (28 pages). Available
Courtine, G., Wenger, N., Moraud, E. M., Micera, S., & Bonizzato, M. (2019). System to deliver adaptive epidural and/or subdural electrical spinal cord stimulation to facilitate and restore locomotion after a neuromotor impairment. [Système pour administrer une stimulation de moelle épinière électrique épidurale et/ou sous-durale adaptative pour faciliter et restaurer la locomotion après un trouble neuromoteur]. (Patent Application no. US20160279418). External link
Drainville, R., Bonizzato, M., Burchielli, D., Guay Hottin, R., Sheasby, A., & Martinez, M. (2025). Combining cortical and spinal stimulation maximizes improvement of gait after spinal cord injury. iScience, 113580. External link
Duguay, M., Bonizzato, M., Delivet-Mongrain, H., Fortier-Lebel, N., & Martinez, M. (2023). Uncovering and leveraging the return of voluntary motor programs after paralysis using a bi-cortical neuroprosthesis. Progress in Neurobiology, 228, 102492 (15 pages). Available
Hoang Quang, N., Cossette-Levasseur, M., Beauregard-Veillette, S.-J., Dubé, N., Meftah, E.-M., Bourgeois, H., Law, N.-Y., Ceglia, A., Bonizzato, M., Martinez, M., Zidarov, D., & Barthélemy, D. (2025, May). Gait training combined with transcutaneous spinal stimulation to enhance lower limbs motor recovery in people with spinal cord injury: Pilot Study [Abstract]. 4th Joint Congress of the INS European Chapters, Istanbul, Turkey. Published in Neuromodulation Technology at the Neural Interface, 29(1). External link
Hottin, R. G., Kardassevitch, L., Phạm, H. H.ệ., Lajoie, G., & Bonizzato, M. (2025). Robust prior-biased acquisition function for human-in-the-loop Bayesian optimization. Knowledge-Based Systems, 113039 (41 pages). External link
Levett, J. J., Elkaim, L. M., Niazi, F., Weber, M. H., Iorio-Morin, C., Bonizzato, M., & Weil, A. G. (2024). Invasive Brain Computer Interface for Motor Restoration in Spinal Cord Injury: A Systematic Review. Neuromodulation: Technology at the Neural Interface, 27(4), 597-603. External link
Laferrière, S., Bonizzato, M., Côté, S. L., Dancause, N., & Lajoie, G. (2020). Hierarchical Bayesian Optimization of Spatiotemporal Neurostimulations for Targeted Motor Outputs. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 28(6), 1452-1460. External link
Mohammadzadeh, S., Guerra, J. D., Bonizzato, M., Rabbany, R., & Farnadi, G. (2025, July). Hallucination Detox: Sensitivity Dropout (SenD) for Large Language Model Training [Paper]. 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025), Vienna, Austria. External link
Marino, H., Bonizzato, M., Bartalucci, R., Salaris, P., & Pallottino, L. (2012, October). Motion planning for two 3D-Dubins vehicles with distance constraint [Paper]. 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, Vilamoura-Algarve, Portugal. External link
Petrini, F. M., Raspopović, S., Bonizzato, M., Giambattistelli, F., Zollo, L., Guglielmelli, E., & Micera, S. Efferent microneurography recordings: A tool for motor control study and hand-prosthesis decoding [Paper]. 2013 6th International IEEE/EMBS Conference on Neural Engineering (NER 2013), San Diego, CA, USA. External link
Raspopovic, S., Petrini, F. M., Capogrosso, M., Bonizzato, M., & Micera, S. (2016). Bidirectional limb neuro-prosthesis. [Neuroprothèse bidirectionnelle pour membre]. (Patent Application no. WO2015097623). External link
Raspopović, S., Capogrosso, M., Petrini, F. M., Bonizzato, M., Rigosa, J., Di Pino, G., Carpaneto, J., Controzzi, M., Boretius, T., Fernández, E., Granata, G., Oddo, C. M., Citi, L., Ciancio, A. L., Cipriani, C., Carrozza, M. C., Jensen, W., Guglielmelli, E., Stieglitz, T., ... Micera, S. (2014). Restoring Natural Sensory Feedback in Real-Time Bidirectional Hand Prostheses. Science Translational Medicine, 6(222). External link
Wenger, N., Moraud, E. M., Raspopovic, S., Bonizzato, M., DiGiovanna, J., Musienko, P., Morari, M., Micera, S., & Courtine, G. (2014). Closed-loop neuromodulation of spinal sensorimotor circuits controls refined locomotion after complete spinal cord injury. Science Translational Medicine, 6(255). External link
