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).
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Bonizzato, Marco
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Bonizzato, Marco
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Article de revue (17)
Communication de conférence (2)
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Brevet (3)
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Marco Bonizzato (22)
- 2025 (1)
Article de revue
- 2024 (2)
Article de revue 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).
Article de revue 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.
- 2023 (4)
Article de revue 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).Article de revue Bonizzato, M., & Fasano, A. (2023). Implementing automation in deep brain stimulation: has the time come? Lancet Digital Health, 5(2), e52-e53.Article de revue 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).Article de revue 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.
- 2021 (4)
Article de revue 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).Article de revue 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.Article de revue Bonizzato, M. (2021). Neuroprosthetics: an outlook on active challenges toward clinical adoption. Journal of Neurophysiology, 125(1), 105-109.Brevet 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.]. (Brevet no CA3146323).
- 2020 (2)
Article de revue 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.Article de revue 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.
- 2019 (2)
Article de revue 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.Brevet 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]. (Demande de brevet no US20160279418).
- 2018 (1)
Article de revue 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.
- 2016 (1)
Brevet Raspopovic, S., Petrini, F. M., Capogrosso, M., Bonizzato, M., & Micera, S. (2016). Bidirectional limb neuro-prosthesis. [Neuroprothèse bidirectionnelle pour membre]. (Demande de brevet no WO2015097623).
- 2014 (3)
Article de revue 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).Article de revue 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.Article de revue 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).
- 2013 (1)
Communication de conférence 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 [Communication écrite]. 2013 6th International IEEE/EMBS Conference on Neural Engineering (NER 2013), San Diego, CA, USA.
- 2012 (1)
Communication de conférence Marino, H., Bonizzato, M., Bartalucci, R., Salaris, P., & Pallottino, L. (octobre 2012). Motion planning for two 3D-Dubins vehicles with distance constraint [Communication écrite]. 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, Vilamoura-Algarve, Portugal.
