Review on Indoor RGB-D Semantic Segmentation with Deep Convolutional Neural Networks. - Sami Barchid; José Mennesson; Chaabane Djeraba (CBMI, 2021)

Deep Spiking Convolutional Neural Network for Single Object Localization Based On Deep Continuous Local Learning. - Sami Barchid; José Mennesson; Chaabane Djeraba (CBMI, 2021)

Bina-Rep Event Frames: A Simple and Effective Representation for Event-Based Cameras. - Sami Barchid; José Mennesson; Chaabane Djeraba (ICIP, 2022)

Spiking-Fer: Spiking Neural Network for Facial Expression Recognition With Event Cameras. - Sami Barchid; Benjamin Allaert; Amel Aissaoui; José Mennesson; Chaabane Djeraba (CBMI, 2023)

Exploring Joint Embedding Architectures and Data Augmentations for Self-Supervised Representation Learning in Event-Based Vision. - Sami Barchid; José Mennesson; Chaabane Djeraba (CVPR Workshops, 2023)

Avancées en Vision Neuromorphique : Représentation Événementielle, Réseaux de Neurones Impulsionnels Supervisés et Pré-entraînement Auto-supervisé. (Advances in Neuromorphic Vision: Event Representation, Supervised Spiking Neural Networks and Self-Supervised learning). - Sami Barchid (2023)

Spiking neural networks for frame-based and event-based single object localization. - Sami Barchid; José Mennesson; Jason Eshraghian; Chaabane Djeraba; Mohammed Bennamoun (Neurocomputing, 2023)