Robert Legenstein

Integration of nanoscale memristor synapses in neuromorphic computing architectures

Giacomo Indiveri, B. Linares-Barranco, Robert Legenstein et al. · Nanotechnology · 2013 · 599 citations · Full text

A solution to the learning dilemma for recurrent networks of spiking neurons

Guillaume Bellec, Franz Scherr, Anand Subramoney et al. · Nature Communications · 2020 · 457 citations · Full text

Edge of chaos and prediction of computational performance for neural circuit models

Robert Legenstein, Wolfgang Maass · Neural Networks · 2007 · 450 citations

Computational Performance, Computational Neuroscience, Neural Circuits +8

Restoring Vision in Adverse Weather Conditions With Patch-Based Denoising Diffusion Models

Ozan Özdenizci, Robert Legenstein · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023 · 341 citations

Engineering, Machine Learning, Vision Transformers +17

Unsupervised learning in probabilistic neural networks with multi-state metal-oxide memristive synapses

Alexander Serb, Johannes Bill, Ali Khiat et al. · Nature Communications · 2016 · 326 citations · Full text