Sepp Hochreiter

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

Computing, Computer Science, Algorithms +16

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

Computing, Computer Science, Algorithms +16

The Vanishing Gradient Problem During Learning Recurrent Neural Nets and Problem Solutions

Sepp Hochreiter · International Journal of Uncertainty Fuzziness and Knowledge-Based Systems · 1998 · 2.9K citations

Computing, Computer Science, Forecasting +10

Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)

Djork-Arné Clevert, Thomas Unterthiner, Sepp Hochreiter · arXiv (Cornell University) · 2015 · 2.3K citations · Full text

Computing, Computer Science, Artificial Intelligence +14

DeepTox: Toxicity Prediction using Deep Learning

Andreas Mayr, Günter Klambauer, Thomas Unterthiner et al. · Frontiers in Environmental Science · 2016 · 1K citations · Full text

Computing, Toxicology, Feature Engineering +14