Concepedia

Bernd Illing

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Statistics

Publications

7

Citations

391

H-Index

7

Active since

2016

Affiliations

École Polytechnique Fédérale de Lausanne(Current)

University of Konstanz

Bernd Illing is an author at École Polytechnique Fédérale de Lausanne specializing in deep learning, computational neuroscience, and machine learning.

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Top concepts

Publications per year

2016–2023

7

Publications

7

Mermin–Wagner fluctuations in 2D amorphous solids

Bernd Illing, Sebastian Fritschi, Herbert Kaiser et al. · Proceedings of the National Academy of Sciences · 2017 · 164 citations · Full text

Biologically plausible deep learning — But how far can we go with shallow networks?

Bernd Illing, Wulfram Gerstner, Johanni Brea · Neural Networks · 2019 · 108 citations · Full text

Strain Pattern in Supercooled Liquids

Bernd Illing, Sebastian Fritschi, David Hajnal et al. · Physical Review Letters · 2016 · 38 citations · Full text

Local plasticity rules can learn deep representations using\n self-supervised contrastive predictions

Bernd Illing, Jean Ventura, Guillaume Bellec et al. · arXiv (Cornell University) · 2020 · 26 citations · Full text

NMDA-driven dendritic modulation enables multitask representation learning in hierarchical sensory processing pathways

Willem A. M. Wybo, Matthias C. Tsai, Viet Anh Tran et al. · Proceedings of the National Academy of Sciences · 2023 · 21 citations · Full text

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