Walter Senn

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 7

Top Topics

Machine Learning

Cognitive Decline

Top Venues

Proceedings of the National Academy of Sciences of the United States of America

PLoS computational biology

Journal of sleep research

This page only lists publications with an associated author ORCID identifier.

Publications

Willem A M Wybo, Matthias C Tsai, Viet Anh Khoa Tran, Bernd Illing, Jakob Jordan, Abigail Morrison, Walter Senn
NMDA-driven dendritic modulation enables multitask representation learning in hierarchical sensory processing pathways. Proceedings of the National Academy of Sciences of the United States of America 120 (32) (2023)
Kristoffer Daniel Fehér, Ximena Omlin, Leila Tarokh, Carlotta L Schneider, Yosuke Morishima, Marc Alain Züst, Marina Wunderlin, Thomas Koenig, Elisabeth Hertenstein, Benjamin Ellenberger, Simon Ruch, Flavio Jean Schmidig, Christian Mikutta, Ersilia Trinca, Walter Senn, Bernd Feige, Stefan Klöppel, Christoph Nissen
Feasibility, efficacy, and functional relevance of automated auditory closed-loop suppression of slow-wave sleep in humans. Journal of sleep research (2023)
Nicolas Deperrois, Mihai A Petrovici, Walter Senn, Jakob Jordan
Learning cortical representations through perturbed and adversarial dreaming. eLife 11 (2022)
Elena Kreutzer, Walter Senn, Mihai A Petrovici
Natural-gradient learning for spiking neurons. eLife 11 (2022)
Agnes Korcsak-Gorzo, Michael G Müller, Andreas Baumbach, Luziwei Leng, Oliver J Breitwieser, Sacha Jennifer van Albada, Walter Senn, Karlheinz Meier, Robert Legenstein, Mihai A Petrovici
Cortical oscillations support sampling-based computations in spiking neural networks. PLoS computational biology 18 (3) (2022)
Willem A M Wybo, Jakob Jordan, Benjamin Ellenberger, Ulisses Marti Mengual, Thomas Nevian, Walter Senn
Data-driven reduction of dendritic morphologies with preserved dendro-somatic responses. eLife 10 (2021)
Jakob Jordan, Maximilian Schmidt, Walter Senn, Mihai A Petrovici
Evolving interpretable plasticity for spiking networks. eLife 10 (2021)