Bernhard Nessler

GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium

Martin Heusel, Hubert Ramsauer, Thomas Unterthiner et al. · arXiv (Cornell University) · 2017 · 4.5K citations · Full text

Neural Dynamics as Sampling: A Model for Stochastic Computation in Recurrent Networks of Spiking Neurons

Lars Buesing, Johannes Bill, Bernhard Nessler et al. · PLoS Computational Biology · 2011 · 395 citations · Full text

Engineering, Stochastic Analysis, Markov Chain Monte Carlo +18

GANs Trained by a Two Time-Scale Update Rule Converge to a Nash Equilibrium

Martin Heusel, Hubert Ramsauer, Thomas Unterthiner et al. · arXiv (Cornell University) · 2017 · 371 citations · Full text

Artificial Intelligence, Generative System, Engineering +14

Bayesian Computation Emerges in Generic Cortical Microcircuits through Spike-Timing-Dependent Plasticity

Bernhard Nessler, Michael Pfeiffer, Lars Buesing et al. · PLoS Computational Biology · 2013 · 293 citations · Full text

Neural Recoding, Social Sciences, Neurodynamics +18

Speeding up Semantic Segmentation for Autonomous Driving

Michael Treml, Jose A. Arjona-Medina, Thomas Unterthiner et al. · 2016 · 264 citations

Image Analysis, Machine Vision, Data Science +9