A Timescale Invariant STDP-Based Spiking Deep Network for Unsupervised Online Feature Extraction from Event-Based Sensor Data. - Johannes C. Thiele; Olivier Bichler; Antoine Dupret (IJCNN, 2018)

Event-Based, Timescale Invariant Unsupervised Online Deep Learning With STDP. - Johannes C. Thiele; Olivier Bichler; Antoine Dupret (Frontiers Comput. Neurosci., 2018)

A Spiking Network for Inference of Relations Trained with Neuromorphic Backpropagation. - Johannes C. Thiele; Olivier Bichler; Antoine Dupret; Sergio M. G. Solinas; Giacomo Indiveri (IJCNN, 2019)

Deep learning in event-based neuromorphic systems. (L'apprentissage profond dans les systèmes évènementiels, bio-inspirés). - Johannes C. Thiele (2019)

SpikeGrad: An ANN-equivalent Computation Model for Implementing Backpropagation with Spikes. - Johannes C. Thiele; Olivier Bichler; Antoine Dupret (ICLR, 2020)

Lattice Quantization. - Clément Metz; Thibault Allenet; Johannes C. Thiele; Antoine Dupret; Olivier Bichler (DATE, 2023)