Arnault Caillet

Arnault Caillet

CSO @ Yneuro
Neuro-biometric authentication

Honorary Research Officer
@ Imperial College London

Publications

Je partage publiquement mes travaux de recherche sous plusieurs formats : articles de revue, articles de conférence, brevets, abstracts, workshops scientifiques et démonstrations. Je contribue à ces travaux comme premier auteur, collaborateur ou PI, principalement autour de l’EEG et de l’EMG.

2026

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

ARTICLE DE CONFÉRENCEManuscriptsubmitted

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 Décodage neural & BCI Benchmark & évaluation

2025

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

ABSTRACTISB 2025, Stockholm 🇸🇪

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

EMG Modélisation neuromusculaire Modélisation MSK Contrôle moteur

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

ABSTRACTISB 2025, Stockholm 🇸🇪

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

Modélisation neuromusculaire Contrôle moteur

2024

Assessment of two muscle models with coupled activation and contraction dynamics

ABSTRACTAustralian Biomechanics Congress 2024, Melbourne 🇦🇺

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

Modélisation neuromusculaire Benchmark & évaluation

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

ABSTRACTISEK 2024, Nagoya 🇯🇵

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

EMG Motoneurone Unité motrice Contrôle moteur

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

ABSTRACTISEK 2024, Nagoya 🇯🇵

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

EMG Modélisation neuromusculaire Modélisation MSK Contrôle moteur

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

ABSTRACTISEK 2024, Nagoya 🇯🇵

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

EMG Modélisation neuromusculaire Modélisation MSK Contrôle moteur

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

ABSTRACTInternational Motoneuron Meeting 2024, Bordeaux 🇫🇷

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

EMG Motoneurone Unité motrice Contrôle moteur

Dynamic Simulation of Assistive Robotics and Human Motion (2)

WORKSHOPSummer School on Neurorehabilitation 2024, Baiona 🇪🇸

Caillet A.H., Hodossy B.

Modélisation MSK Contrôle moteur

2023

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

ABSTRACTNBHM 2023, London 🇬🇧

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

EMG Motoneurone Unité motrice Prétraitement Modélisation neuromusculaire

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

ABSTRACTNCM 2023, Victoria 🇨🇦

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

EMG Unité motrice Prétraitement Contrôle moteur

Dynamic Simulation of Assistive Robotics and Human Motion (1)

WORKSHOPSummer School on Neurorehabilitation 2023, Baiona 🇪🇸

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

Modélisation MSK Contrôle moteur

Human-Machine Interfacing and Mechatronics for Myoelectric Prosthetics

WORKSHOPSummer School on Neurorehabilitation 2023, Baiona 🇪🇸

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

EMG Contrôle moteur

2022

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

ABSTRACTWCB 2022, Taipei 🇹🇼

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

EMG Motoneurone Unité motrice Modélisation neuromusculaire

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

ABSTRACTWCB 2022, Taipei 🇹🇼

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

EMG Motoneurone Unité motrice Modélisation neuromusculaire

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

ABSTRACTESB 2022, Porto 🇵🇹

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

EMG Motoneurone Unité motrice Modélisation neuromusculaire

2021

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

ABSTRACTISB 2021, Stockholm 🇸🇪

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

EMG Motoneurone Unité motrice Modélisation neuromusculaire

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

ABSTRACTISB 2021, Stockholm 🇸🇪

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

Modélisation neuromusculaire