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Jan Koutnik

Jan Koutnik has 2 papers in our library, in 2015–2016; often with Jurgen Schmidhuber, Rupesh Kumar Srivastava, Klaus Greff.

2 papers in our library · 2015–2016

OpenAlex · h-index 15 · 52 works · 8,194 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 178 times in our library · ⭐ Paper Stars ranking: #495

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Università della Svizzera italianaLugano · Switzerland2010–2020 · 16 papers🔬Dalle Molle Institute for Artificial Intelligence ResearchLugano · Switzerland2009–2017 · 15 papers🎓University of Applied Sciences and Arts of Southern SwitzerlandManno · Switzerland2011–2017 · 14 papers🎓Czech Technical University in PraguePrague · Czechia2003–2010 · 12 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works

 Works by year

2010s

20161 paper20151 paper

 Papers

The most cited first (OpenAlex and our library).

  1. LSTM: A Search Space Odyssey (2015 · 7,008 citations)
    Since its introduction in the mid-1990s, LSTM has accumulated many architectural modifications, but no one had systematically tested which of its parts actually matter.
  2. Recurrent Highway Networks (2016 · 147 citations)
    Recurrent networks usually update their hidden state with a single nonlinear step per time step. Making this step-to-step transition deeper should add modeling power, but such models have very long gradient paths and are hard to train, even when built from LSTM cells. Zilly et al. study this problem using Geršgorin's…

 Co-authors here

3 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 178 times (of the 149,439 papers whose bibliographies we read); 33 citing papers with a page here →.

Updated

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