Publications

Neurotechnology

Mathematical Optimization

2025

Combining cortical and spinal stimulation maximizes the improvement of gait after spinal cord injury

Drainville R, Bonizzato M, Bhurchelli D, Guay-Hottin R, Sheasby A, et al.

iScience, 28(10)

Modulation of leg trajectory by transcranial magnetic stimulation during walking

Bourgeois H, Guay-Hottin R, Meftah EM, Martinez M, Bonizzato M, et al.

Scientific Reports, 15(1), 21362

Robust prior-biased acquisition function for human-in-the-loop Bayesian optimization

Guay-Hottin R, Kardassevitch L, Pham H, Lajoie G, Bonizzato M

Knowledge-Based Systems, 311, 113039

Hallucination Detox: Sensitivity Dropout (SenD) for Large Language Model Training

Mohammadzadeh S, Guerra JD, Bonizzato M, Rabbany R, Farnadi G

Proceedings of the 63rd Annual Meeting of the ACL

2024

Cortical neuroprosthesis-mediated functional ipsilateral control of locomotion in rats with spinal cord hemisection

Massai E, Bonizzato M, De Jesus I, Drainville R, Martinez M

eLife, 12, RP92940

Invasive brain computer interface for motor restoration in spinal cord injury: a systematic review

Levett JJ, Elkaim LM, Niazi F, Weber MH, Iorio-Morin C, Bonizzato M, et al.

Neuromodulation: Technology at the Neural Interface, 27(4), 597-603

Gaussian-process-based Bayesian optimization for neurostimulation interventions in rats

Choinière L, Guay-Hottin R, Picard R, Lajoie G, Bonizzato M, Dancause N

STAR Protocols, 5(1), 102885

2023

Uncovering and leveraging the return of voluntary motor programs after paralysis using a bi-cortical neuroprosthesis

Duguay M, Bonizzato M, Delivet-Mongrain H, Fortier-Lebel N, Martinez M

Progress in Neurobiology, 228, 102492

Use of invasive brain-computer interfaces in pediatric neurosurgery: technical and ethical considerations

Bergeron D, Iorio-Morin C, Bonizzato M, Lajoie G, Orr Gaucher N, et al.

Journal of Child Neurology, 38(3-4), 223-238

Implementing automation in deep brain stimulation: has the time come?

Bonizzato M, Fasano A

The Lancet Digital Health, 5(2), e52-e53

Autonomous optimization of neuroprosthetic stimulation parameters that drive the motor cortex and spinal cord outputs in rats and monkeys

Bonizzato M, Guay-Hottin R, Côté SL, Massai E, Choinière L, Macar U, et al.

Cell Reports Medicine, 4(4)

Cell Reports Medicine 2023 Graphical Abstract

2021

Multi-pronged neuromodulation intervention engages the residual motor circuitry to facilitate walking in a rat model of spinal cord injury

Bonizzato M, James ND, Pidpruzhnykova G, Pavlova N, Shkorbatova P, et al.

Nature Communications, 12(1), 1925

An intracortical neuroprosthesis immediately alleviates walking deficits and improves recovery of leg control after spinal cord injury

Bonizzato M, Martinez M

Science Translational Medicine, 13(586), eabb4422

Science Translational Medicine 2021 Graphical Abstract

Neuroprosthetics: an outlook on active challenges toward clinical adoption

Bonizzato M

Journal of Neurophysiology, 125(1), 105-109

Hierarchical Bayesian optimization of spatiotemporal neurostimulations for targeted motor outputs

Laferriere S, Bonizzato M, Côté SL, Dancause N, Lajoie G

IEEE Transactions on Neural Systems and Rehabilitation Engineering, 28(6)

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