Arnault Caillet

Arnault Caillet

CSO @ Yneuro
Neuro-biometric authentication

Honorary Research Officer
@ Imperial College London

Publications

I actively share my research across peer-reviewed journal and conference papers, patents, abstracts, workshops, and demos. I contribute as first author, collaborator, and PI across several research domains mostly linked to EEG/EMG.

2026

EEG/EMG Foundation Challenge 2026: Neural Interfaces for Generalizable Decoding

Conference paperManuscriptsubmitted

Aristimunha B., Caillet A.H., Banville H., Guetschel P., King J.R., Jayaram V., Nunes U., Kojima S., Dreyer P., Roy R.N., Lotte F., Abou Jaoude M., Niu J., Aimone C., Mamidanna P., Gramfort A., Corsi M.-C., Moreau T., Raugel J., Kusch L., Semah T., Shirazi S.Y., Makeig S., Sejnowski T., Guyon I., Chevallier S., Delorme A.

EEG EMG Neural decoding & BCI Benchmarking & evaluation

2025

Estimation of hamstring muscle forces during resistance training: Insight into structural muscle alterations and adaptations

Conference abstractISB 2025, Stockholm 🇸🇪

Morin T., Doguet V., Nordez A., Caillet A.H., Lacourpaille L.

EMG Neuromuscular modelling MSK modelling Motor control

Do coupling activation and contraction dynamics improve the accuracy of Hill-type models?

Conference abstractISB 2025, Stockholm 🇸🇪

Sgarzi A., Meranger T., Bolsterlee B., Caillet A.H., Farina D., Lovell N.H., Modenese L.

Neuromuscular modelling Motor control

2024

Assessment of two muscle models with coupled activation and contraction dynamics

Conference abstractAustralian Biomechanics Congress 2024, Melbourne 🇦🇺

Sgarzi A., Meranger T., Caillet A.H., Farina D., Bolsterlee B., Modenese L.

Neuromuscular modelling Benchmarking & evaluation

The decoding of extensive samples of motor units in human muscles reveals the rate coding of entire motoneuron pools

Conference abstractISEK 2024, Nagoya 🇯🇵

Avrillon S., Hug F., Enoka R.M., Caillet A.H., Farina D.

EMG Motoneuron Motor unit Motor control

Prediction of the distribution of muscle damage among hamstring heads during Nordic hamstring and stiff-leg deadlift exercises

Conference abstractISEK 2024, Nagoya 🇯🇵

Morin T., Nordez A., Caillet A.H., Lacourpaille L.

EMG Neuromuscular modelling MSK modelling Motor control

Modelling surface EMG signals during voluntary movements with neuromechanical and deep network models

Conference abstractISEK 2024, Nagoya 🇯🇵

Ma S., Mendez Guerra I., Caillet A.H., Zhao J., Clarke A.K., Farina D.

EMG Neuromuscular modelling MSK modelling Motor control

The decoding of extensive samples of motor units in human muscles reveals the rate coding of entire motoneuron pools

Conference abstractInternational Motoneuron Meeting 2024, Bordeaux 🇫🇷

Avrillon S., Hug F., Enoka R.M., Caillet A.H., Farina D.

EMG Motoneuron Motor unit Motor control

Dynamic Simulation of Assistive Robotics and Human Motion (2)

WorkshopSummer School on Neurorehabilitation 2024, Baiona 🇪🇸

Caillet A.H., Hodossy B.

MSK modelling Motor control

2023

From experimental pools of discharging motor units to computational predictions of muscle force: a novel motoneuron-driven neuromechanical muscle model

Conference abstractNBHM 2023, London 🇬🇧

Caillet A.H., Phillips A.T.M., Farina D., Modenese L.

EMG Motoneuron Motor unit Preprocessing Neuromuscular modelling

The behaviour of an exhaustive sample of motor units revealed by arrays of surface and intramuscular EMG electrodes

Conference abstractNCM 2023, Victoria 🇨🇦

Avrillon S., Caillet A.H., Zicher B., Grison A., Kundu A., Hug F., Farina D.

EMG Motor unit Preprocessing Motor control

Dynamic Simulation of Assistive Robotics and Human Motion (1)

WorkshopSummer School on Neurorehabilitation 2023, Baiona 🇪🇸

Caillet A.H., Kashiwakura J., Hodossy B.

MSK modelling Motor control

Human-Machine Interfacing and Mechatronics for Myoelectric Prosthetics

WorkshopSummer School on Neurorehabilitation 2023, Baiona 🇪🇸

Caillet A.H., Sagastegui P., Kashiwakura J., Ferrante L.

EMG Motor control

2022

Prediction of the firing behaviour of the motoneuron population for motoneuron-driven muscle modelling

Conference abstractWCB 2022, Taipei 🇹🇼

Caillet A.H., Phillips A.T.M., Farina D., Modenese L.

EMG Motoneuron Motor unit Neuromuscular modelling

From spinal cord neural signals to muscle contraction: the next generation of neuromechanical muscle models is motoneuron-driven

Conference abstractWCB 2022, Taipei 🇹🇼

Modenese L., Caillet A.H., Phillips A.T.M., Farina D.

EMG Motoneuron Motor unit Neuromuscular modelling

A novel neuromechanical model for predicting muscle force from motoneuron spike trains

Conference abstractESB 2022, Porto 🇵🇹

Caillet A.H., Phillips A.T.M., Farina D., Modenese L.

EMG Motoneuron Motor unit Neuromuscular modelling

2021

Development of a high-density EMG-driven Hill-type muscle model

Conference abstractISB 2021, Stockholm 🇸🇪

Caillet A.H., Phillips A.T.M., Del Vecchio A., Farina D., Modenese L.

EMG Motoneuron Motor unit Neuromuscular modelling

Hill-type computational models of skeletal muscle-tendon actuators: a systematic review

Conference abstractISB 2021, Stockholm 🇸🇪

Caillet A.H., Phillips A.T.M., Carty C., Farina D., Modenese L.

Neuromuscular modelling