Legenstein, Robert

10 publications

CPAL 2025 Adversarially Robust Spiking Neural Networks with Sparse Connectivity Mathias Schmolli, Maximilian Baronig, Robert Legenstein, Ozan Ozdenizci

ICLR 2025 Privacy-Aware Lifelong Learning Ozan Ozdenizci, Elmar Rueckert, Robert Legenstein

TMLR 2024 Adversarially Robust Spiking Neural Networks Through Conversion Ozan Ozdenizci, Robert Legenstein

ECML-PKDD 2024 Preserving Real-World Robustness of Neural Networks Under Sparsity Constraints Jasmin Viktoria Gritsch, Robert Legenstein, Ozan Özdenizci

CVPR 2022 Improving Robustness Against Stealthy Weight Bit-Flip Attacks by Output Code Matching Ozan Özdenizci, Robert Legenstein

ICML 2021 Training Adversarially Robust Sparse Networks via Bayesian Connectivity Sampling Ozan Özdenizci, Robert Legenstein

NeurIPSW 2019 Eligibility Traces Provide a Data-Inspired Alternative to Backpropagation Through Time Guillaume Bellec, Franz Scherr, Elias Hajek, Darjan Salaj, Anand Subramoney, Robert Legenstein, Wolfgang Maass

ICLR 2018 Deep Rewiring: Training Very Sparse Deep Networks Guillaume Bellec, David Kappel, Wolfgang Maass, Robert Legenstein

NeurIPS 2018 Long Short-Term Memory and Learning-to-Learn in Networks of Spiking Neurons Guillaume Bellec, Darjan Salaj, Anand Subramoney, Robert Legenstein, Wolfgang Maass

NeurIPS 2015 Synaptic Sampling: A Bayesian Approach to Neural Network Plasticity and Rewiring David Kappel, Stefan Habenschuss, Robert Legenstein, Wolfgang Maass