Mathias Lechner

Mathias Lechner

Institute of Science and Technology, Austria - Klosterneuburg / Austria
Engineering & Technology / Computer Science
AD Scientific Index ID: 4512885
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person_outline Mathias Lechner's MOST POPULAR ARTICLES
1-) Liquid time-constant networksR Hasani, M Lechner, A Amini, D Rus, R GrosuAAAI Conference on Artificial Intelligence 35 (9), 7657-7666, 20212302021
2-) Neural circuit policies enabling auditable autonomyM Lechner, R Hasani, A Amini, TA Henzinger, D Rus, R GrosuNature Machine Intelligence 2 (10), 642-652, 20202252020
3-) Mixed-Memory RNNs for Learning Long-term Dependencies in Irregularly Sampled Time SeriesM Lechner, R HasaniNeurIPS 2022 Memory in Artificial and Real Intelligence workshop, 202280*2022
4-) Closed-form continuous-time neural networksR Hasani, M Lechner, A Amini, L Liebenwein, A Ray, M Tschaikowski, ...Nature Machine Intelligence 4 (11), 992-1003, 2022104*2022
5-) Liquid structural state-space modelsR Hasani, M Lechner, TH Wang, M Chahine, A Amini, D RusarXiv preprint arXiv:2209.12951, 2022852022