Combining a volatile and nonvolatile memristor in artificial synapse to improve learning in Spiking Neural Networks. - Mahyar Shahsavari; Pierre Falez; Pierre Boulet (NANOARCH, 2016)

Mastering the Output Frequency in Spiking Neural Networks. - Pierre Falez; Pierre Tirilly; Ioan Marius Bilasco; Philippe Devienne; Pierre Boulet (IJCNN, 2018)

Multi-layered Spiking Neural Network with Target Timestamp Threshold Adaptation and STDP. - Pierre Falez; Pierre Tirilly; Ioan Marius Bilasco; Philippe Devienne; Pierre Boulet (IJCNN, 2019)

Unsupervised visual feature learning with spike-timing-dependent plasticity: How far are we from traditional feature learning approaches? - Pierre Falez; Pierre Tirilly; Ioan Marius Bilasco; Philippe Devienne; Pierre Boulet (Pattern Recognit., 2019)

Improving Spiking Neural Networks Trained with Spike Timing Dependent Plasticity for Image Recognition. (Amélioration des réseaux de neurones impulsionnels entraînés avec la STDP pour la reconnaissance d'images). - Pierre Falez (2019)

Improving STDP-based Visual Feature Learning with Whitening. - Pierre Falez; Pierre Tirilly; Ioan Marius Bilasco (IJCNN, 2020)