The importance of low spatial frequency information for recognising fearful facial expressions. - Martial Mermillod; Patrik Vuilleumier; Carole Peyrin; David Alleysson; Christian Marendaz (Connect. Sci., 2009)

Coarse scales are sufficient for efficient categorization of emotional facial expressions: Evidence from neural computation. - Martial Mermillod; Patrick Bonin; Laurie Mondillon; David Alleysson; Nicolas Vermeulen (Neurocomputing, 2010)

Computational Evidence That Frequency Trajectory Theory Does Not Oppose But Emerges From Age-of-Acquisition Theory. - Martial Mermillod; Patrick Bonin; Alain Méot; Ludovic Ferrand; Michel Paindavoine (Cogn. Sci., 2012)

Enhanced embodied response following ambiguous emotional processing. - Brice Beffara; Marc Ouellet; Nicolas Vermeulen; Anamitra Basu; Tiffany Morisseau; Martial Mermillod (Cogn. Process., 2012)

Verifying properties of concepts spontaneously requires sharing resources with same-modality percept. - Nicolas Vermeulen; Betty Chang; Olivier Corneille; Gordy Pleyers; Martial Mermillod (Cogn. Process., 2013)

Processing various conceptual metaphors at the same time with a bad mood. - Nicolas Spatola; Marc Ouellet; Julio Santiago; Brice Beffara; Martial Mermillod (CogSci, 2014)

Demosaicing using Dual Layer Feedforward Neural Network. - Prakhar Amba; David Alleysson; Martial Mermillod (CIC, 2018)

From relief to surprise: Dual control of epistemic curiosity in the human brain. - Romain Ligneul; Martial Mermillod; Tiffany Morisseau (NeuroImage, 2018)

The importance of recurrent top-down synaptic connections for the anticipation of dynamic emotions. - Martial Mermillod; Yannick Bourrier; Erwan J. David; Louise Kauffmann; Alan Chauvin; Nathalie Guyader; Frédéric Dutheil; Carole Peyrin (Neural Networks, 2019)

Recurrent top-down synaptic connections at different spatial frequencies help disambiguate between dynamic emotions. - Erwan J. David; Yannick Bourrier; Roman Vuillaume; Martial Mermillod (CogSci, 2020)

Generalization of iterative sampling in autoencoders. - Miguel Solinas; Clovis Galiez; Romain Cohendet; Stephane Rousset; Marina Reyboz; Martial Mermillod (ICMLA, 2020)

Modelling risk-taking behaviour of avalanche accident victims. - Robin Couret; Carole Adam; Martial Mermillod (CoRR, 2020)

Real-world expectations and their affective value modulate object processing. - Laurent Caplette; Frédéric Gosselin; Martial Mermillod; Bruno Wicker (NeuroImage, 2020)

Dream Net: a privacy preserving continual leaming model for face emotion recognition. - Marion Mainsant; Miguel Solinas; Marina Reyboz; Christelle Godin; Martial Mermillod (ACII (Workshops and Demos), 2021)

Beneficial Effect of Combined Replay for Continual Learning. - Miguel Solinas; Stephane Rousset; Romain Cohendet; Yannick Bourrier; Marion Mainsant; Anca Molnos; Marina Reyboz; Martial Mermillod (ICAART (2), 2021)

Impact of reverberation through deep neural networks on adversarial perturbations. - Romain Cohendet; Miguel Solinas; Rémi Bernhard; Marina Reyboz; Pierre-Alain Moëllic; Yannick Bourrier; Martial Mermillod (ICMLA, 2021)

Impact of Spatial Frequency Based Constraints on Adversarial Robustness. - Rémi Bernhard; Pierre-Alain Moëllic; Martial Mermillod; Yannick Bourrier; Romain Cohendet; Miguel Solinas; Marina Reyboz (IJCNN, 2021)

The Role of Emotional Content and Perceptual Saliency During the Programming of Saccades Toward Faces. - Léa Entzmann; Nathalie Guyader; Louise Kauffmann; Juliette Lenouvel; Clémence Charles; Carole Peyrin; Roman Vuillaume; Martial Mermillod (Cogn. Sci., 2021)

A study of the Dream Net model robustness across continual learning scenarios. - Marion Mainsant; Martial Mermillod; Christelle Godin; Marina Reyboz (ICDM (Workshops), 2022)

CNN Color Demosaicking Generalizes for any CFA. - Yannick Bourrier; Martial Mermillod; Marina Reyboz; David Alleysson (CIC, 2022)

An Embedded Continual Learning System for Facial Emotion Recognition. - Olivier Antoni; Marion Mainsant; Christelle Godin; Martial Mermillod; Marina Reyboz (ECML/PKDD (6), 2022)

Domestic Hot Water Forecasting for Individual Housing with Deep Learning. - Paul Compagnon; Aurore Lomet; Marina Reyboz; Martial Mermillod (PKDD/ECML Workshops (2), 2022)

On the Beneficial Effects of Reinjections for Continual Learning. - Miguel Solinas; Marina Reyboz; Stephane Rousset; Julie Galliere; Marion Mainsant; Yannick Bourrier; Anca Molnos; Martial Mermillod (SN Comput. Sci., 2023)

Graph-based methods coupled with specific distributional distances for adversarial attack detection. - Dwight Nwaigwe; Lucrezia Carboni; Martial Mermillod; Sophie Achard; Michel Dojat (Neural Networks, 2024)

Exploring continual learning strategies in artificial neural networks through graph-based analysis of connectivity: Insights from a brain-inspired perspective. - Lucrezia Carboni; Dwight Nwaigwe; Marion Mainsant; Raphael Bayle; Marina Reyboz; Martial Mermillod; Michel Dojat; Sophie Achard (Neural Networks, 2025)