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Sepp Hochreiter | Researchclopedia

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Sepp Hochreiter

Johannes Kepler University of Linz ORCID

289

Works

124,411

Citations

53

h-index

116

i10-index

Research Topics

Computational Drug Discovery Methods Hydrology and Watershed Management Studies Hydrological Forecasting Using AI

Affiliations

Linköping University2022–2022

Johannes Kepler University of Linz2006–2025

Johnson & Johnson (United States)2007–2007

Janssen (Belgium)2007–2011

Austrian Research Institute for Artificial Intelligence2021–2024

Top Works

Long Short-Term Memory

Sepp Hochreiter,Jürgen Schmidhuber

199795,210 citations

Flood Risk Assessment and Management

Neural Networks and Applications

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

Martin Heusel,Hubert Ramsauer,et al.

20174,490 citations

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

Martin Heusel,Hubert Ramsauer,et al.

20173,801 citations

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

Sepp Hochreiter

19982,898 citations

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

Djork-Arné Clevert,Thomas Unterthiner,et al.

20152,311 citations

DeepTox: Toxicity Prediction using Deep Learning

Andreas Mayr,Günter Klambauer,et al.

20161,008 citations

Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning

Frederik Kratzert,Daniel Klotz,et al.

2019923 citations

msa: an R package for multiple sequence alignment

Ulrich Bodenhofer,Enrico Bonatesta,et al.

2015786 citations

LSTM can Solve Hard Long Time Lag Problems

Sepp Hochreiter,Jürgen Schmidhuber

1996749 citations