Publications HAL de Martial,Mermillod de la collection LJK

2025

Journal articles

titre
Exploring continual learning strategies in artificial neural networks through graph-based analysis of connectivity: insights from a brain-inspired perspective
auteur
Lucrezia Carboni, Dwight Nwaigwe, Marion Mainsant, Raphaël Bayle, Marina Reyboz, Martial Mermillod, Michel Dojat, Sophie Achard
article
Neural Networks, 2025, 185, pp.107125. ⟨10.1016/j.neunet.2025.107125⟩
Accès au texte intégral et bibtex
https://hal.science/hal-04284871/file/Exploring_Continual_Learning_Strategies_preprint.pdf BibTex
titre
Lifespan oscillatory dynamics in lexical production: A population-based MEG resting-state analysis
auteur
Clément Guichet, Sylvain Harquel, Sophie Achard, Martial Mermillod, Monica Baciu
article
Imaging Neuroscience, 2025, 3, pp.imag_a_00551. ⟨10.1162/imag_a_00551⟩
Accès au texte intégral et bibtex
https://hal.science/hal-05074968/file/imag_a_00551.pdf BibTex

2024

Journal articles

titre
Midlife dynamics of white matter architecture in lexical production
auteur
Clément Guichet, Élise Roger, Arnaud Attyé, Sophie Achard, Martial Mermillod, Monica Baciu
article
Neurobiology of Aging, 2024, 144, pp.138-152. ⟨10.1016/j.neurobiolaging.2024.09.013⟩
Accès au bibtex
BibTex
titre
Modeling the neurocognitive dynamics of language across the lifespan
auteur
Clément Guichet, Sonja Banjac, Sophie Achard, Martial Mermillod, Monica Baciu
article
Human Brain Mapping, 2024, 45 (5), pp.e26650. ⟨10.1002/hbm.26650⟩
Accès au texte intégral et bibtex
https://hal.science/hal-04575408/file/Human%20Brain%20Mapping%20-%202024%20-%20Guichet%20-%20Modeling%20the%20neurocognitive%20dynamics%20of%20language%20across%20the%20lifespan.pdf BibTex
titre
Graph-based methods coupled with specific distributional distances for adversarial attack detection
auteur
Dwight Nwaigwe, Lucrezia Carboni, Martial Mermillod, Sophie Achard, Michel Dojat
article
Neural Networks, 2024, 169, pp.11-19. ⟨10.1016/j.neunet.2023.10.007⟩
Accès au bibtex
https://arxiv.org/pdf/2306.00042 BibTex

Preprints, Working Papers, ...

titre
Dynamics of White Matter Architecture in Lexical Production among Middle-Aged Adults
auteur
Clément Guichet, Élise Roger, Arnaud Attyé, Sophie Achard, Martial Mermillod, Monica Baciu
article
2024
Accès au texte intégral et bibtex
https://hal.science/hal-04461220/file/Guichet%20et%20al.%2C%202024.pdf BibTex

2020

Conference papers

titre
Generalization of iterative sampling in autoencoders
auteur
Miguel Solinas, Clovis Galiez, Romain Cohendet, Stéphane Rousset, Marina Reyboz, Martial Mermillod
article
19th IEEE International Conference on Machine Learning and Applications (ICMLA), Dec 2020, Miami, FL, United States. pp.877-882, ⟨10.1109/ICMLA51294.2020.00143⟩
Accès au texte intégral et bibtex
https://cea.hal.science/cea-02917445/file/ICMLA_IEEE.pdf BibTex

2018

Conference papers

titre
Combining eye and mouse movement measures to infer the accumulation of evidence across eye fixations in visual search with visually degraded scenes
auteur
Boris Quétard, Jean-Charles Quinton, Michèle Colomb, Laura Barca, Giovanni Pezzulo, Marie Izaute, Martial Mermillod
article
Grenoble Workshop on Models and Analysis of Eye Movements, Jun 2018, Grenoble, France
Accès au bibtex
BibTex