Ethnicity Recognition System using Back Propagation Algorithm of an MLP. - Roger Achkar; Gaby Abou Haidar; Mireille el Assal; Danny Habchy; Diala al Ashi; Tarek Maylaa (ACTEA, 2019)

A Study On the Effects of Pre-processing On Spatio-temporal Action Recognition Using Spiking Neural Networks Trained with STDP. - Mireille el Assal; Pierre Tirilly; Ioan Marius Bilasco (CBMI, 2021)

2D versus 3D Convolutional Spiking Neural Networks Trained with Unsupervised STDP for Human Action Recognition. - Mireille el Assal; Pierre Tirilly; Ioan Marius Bilasco (IJCNN, 2022)

S3TC: Spiking Separated Spatial and Temporal Convolutions with Unsupervised STDP-Based Learning for Action Recognition. - Mireille el Assal; Pierre Tirilly; Ioan Marius Bilasco (ICPR (26), 2024)

Unsupervised STDP-based Feature Learning for Video Analysis with Spiking Neural Networks. (Apprentissage non supervisé basé sur le STDP pour l'analyse vidéo avec des réseaux neuronaux impulsionnels). - Mireille el Assal (2024)

Spiking two-stream methods with unsupervised STDP-based learning for action recognition. - Mireille el Assal; Pierre Tirilly; Ioan Marius Bilasco (Signal Process. Image Commun., 2025)