Concepedia

Robert Legenstein

RL

48

Publications

5K

Citations

29

H-Index

2004

Active since

Affiliations

Graz University of Technology(Current)

Institut für Informationsverarbeitung

Technische Universität Dresden

Columbia University

Robert Legenstein is an author at Graz University of Technology specializing in social sciences, computational neuroscience, and computer science.

Top concepts

NeuroscienceComputational NeuroscienceSocial SciencesComputer ScienceEngineeringCognitive ScienceSynaptic PlasticityDeep LearningMachine LearningCognitive Neuroscience

Publications per year

2004–2025

48

Publications

48

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

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