17 citations · 40 across the 7 of their papers we have counts for
8 papers
New perspectives for the fitness fatigue model: how to revisit questions about the science of sports training from the perspective of systems control theory
Jacky Montmain, Pierre Couturier, Gérard Dray
The Fitness-Fatigue model (FFM) was initially designed to gain a better physiological understanding of the impact of training loads on sports performance. For almost 50 years, simu…
An Open-Access Multi-modal Dataset for Cognitive, Motor, and Cognitive-Motor Tasks
Zaineb Ajra, Grégoire Vergotte, Stéphane Perrey +5
The incorporation of neuroimaging techniques such as electroenchephalography (EEG) and functional near-infrared spectroscopy (fNIRS) has provided new opportunities for the analysis…
Relevance-Aware Thresholding in Online Conformal Prediction for Time Series
Théo Dupuy, Binbin Xu, Stéphane Perrey +2
Uncertainty quantification has received considerable interest in recent works in Machine Learning. In particular, Conformal Prediction (CP) gains ground in this field. For the case…
How Does a Single EEG Channel Tell Us About Brain States in Brain-Computer Interfaces ?
Zaineb Ajra, Binbin Xu, Gérard Dray +2
Over recent decades, neuroimaging tools, particularly electroencephalography (EEG), have revolutionized our understanding of the brain and its functions. EEG is extensively used in…
Using Shallow Neural Networks with Functional Connectivity from EEG signals for Early Diagnosis of Alzheimer's and Frontotemporal Dementia
Zaineb Ajra, Binbin Xu, Gérard Dray +2
{Introduction: } Dementia is a neurological disorder associated with aging that can cause a loss of cognitive functions, impacting daily life. Alzheimer's disease (AD) is the most…
Mental arithmetic task classification with convolutional neural network based on spectral-temporal features from EEG
Zaineb Ajra, Binbin Xu, Gérard Dray +2
In recent years, neuroscientists have been interested to the development of brain-computer interface (BCI) devices. Patients with motor disorders may benefit from BCIs as a means o…