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).
Directory of Experts
Bonizzato, Marco
Directory of Experts
Bonizzato, Marco
Directory of Experts
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Journal article (17)
Conference paper (2)
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Patent (3)
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Marco Bonizzato (22)
- 2025 (1)
Journal article
- 2024 (2)
Journal article 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).
Journal article 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)
Journal article 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).Journal article Bonizzato, M., & Fasano, A. (2023). Implementing automation in deep brain stimulation: has the time come? Lancet Digital Health, 5(2), e52-e53.Journal article 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).Journal article 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)
Journal article 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).Journal article 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.Journal article Bonizzato, M. (2021). Neuroprosthetics: an outlook on active challenges toward clinical adoption. Journal of Neurophysiology, 125(1), 105-109.Patent 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).
- 2020 (2)
Journal article 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.Journal article 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)
Journal article 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.Patent 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).
- 2018 (1)
Journal article 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)
Patent Raspopovic, S., Petrini, F. M., Capogrosso, M., Bonizzato, M., & Micera, S. (2016). Bidirectional limb neuro-prosthesis. [Neuroprothèse bidirectionnelle pour membre]. (Patent Application no. WO2015097623).
- 2014 (3)
Journal article 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).Journal article 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.Journal article 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)
Conference paper 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.
- 2012 (1)
Conference paper 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.
