Pierre Falez

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 et al. · Pattern Recognition · 2019 · 43 citations · Full text

Early Vision, Cognitive Science, Machine Vision +13

Multi-layered Spiking Neural Network with Target Timestamp Threshold Adaptation and STDP

Pierre Falez, Pierre Tirilly, Ioan Marius Bilasco et al. · 2019 · 36 citations

Engineering, Machine Learning, Timestamp Objective +18

Combining a Volatile and Nonvolatile Memristor in Artificial Synapse to Improve Learning in Spiking Neural Networks

Mahyar Shahsavari, Pierre Falez, Pierre Boulet · HAL (Le Centre pour la Communication Scientifique Directe) · 2016 · 18 citations · Full text

Engineering, Computer Architecture, Novel Synapse Box +19

Mastering the Output Frequency in Spiking Neural Networks

Pierre Falez, Pierre Tirilly, Ioan Marius Bilasco et al. · 2018 · 16 citations

Spiking Activity, Image Recognition Tasks, Engineering +13

Improving Spiking Neural Networks Trained with Spike Timing Dependent Plasticity for Image Recognition

Pierre Falez · HAL (Le Centre pour la Communication Scientifique Directe) · 2019 · 14 citations · Full text

Engineering, Neural Recoding, Neurochip +19