Walter Senn - Publications, H-index & Citations

Walter Senn

University of Bern

41H指数

253论文数

7.4K被引数

收录论文 32

发表时间

Increased Perceptual Reliability Reduces Membrane Potential Variability in Cortical Neurons 增强感知可靠性降低皮质神经元的膜电位变异性

Journal of Neuroscience

IF4

2026-01-07

OAAI

von Hunerbein, Ben; Jordan, Jakob; Lohuis, Matthijs Oude; Marchesi, Pietro; Olcese, Umberto; Pennartz, Cyriel M. A.; Senn, Walter; Petrovici, Mihai A.

Differential modulation of positive and negative prediction errors by stimulus variability in the mouse posterior parietal cortex 刺激变异性对小鼠后顶叶皮层中正负预测误差的差异性调节

Communications Biology

IF5.1

2025-09-30

OAAI

Benjamin Leonardon; Sergej Kasavica; Constanze Raltschev; Walter Senn; Katharina A. Wilmes; Shankar Sachidhanandam

A neuronal least-action principle for real-time learning in cortical circuits

ELIFE

IF0

2024-12-20

OAAI

Senn, Walter; Dold, Dominik; Kungl, Akos F.; Ellenberger, Benjamin; Jordan, Jakob; Bengio, Yoshua; Sacramento, Joo; Petrovici, Mihai A.

Confidence and second-order errors in cortical circuits

PNAS NEXUS

IF3.8

2024-09-13

OAAI

Granier, Arno; Petrovici, Mihai A.; Senn, Walter; Wilmes, Katharina A.

Learning efficient backprojections across cortical hierarchies in real time

NATURE MACHINE INTELLIGENCE

IF23.9

2024-06-06

PREAI

Max, Kevin; Kriener, Laura; Garcia, Garibaldi Pineda; Nowotny, Thomas; Jaras, Ismael; Senn, Walter; Petrovici, Mihai A.

An integrative, multiscale view on neural theories of consciousness 关于意识神经理论的综合，多尺度观点

NEURON

IF15

2024-05-01

OAAI

Storm, Johan F.; Klink, P. Christiaan; Aru, Jaan; Senn, Walter; Goebel, Rainer; Pigorini, Andrea; Avanzini, Pietro; Vanduffel, Wim; Roelfsema, Pieter R.; Massimini, Marcello; Larkum, Matthew E.; Pennartz, Cyriel M. A.

Learning beyond sensations: How dreams organize neuronal representations

NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

IF7.9

2024-02-01

OAAI

Deperrois, Nicolas; Petrovici, Mihai A.; Senn, Walter; Jordan, Jakob

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

IF9.1

2023-07-31

OAAI

Wybo, Willem A. M.; Tsai, Matthias C.; Tran, Viet Anh Khoa; Illing, Bernd; Jordan, Jakob; Morrison, Abigail; Senn, Walter

Feasibility, efficacy, and functional relevance of automated auditory closed-loop suppression of slow-wave sleep in humans

JOURNAL OF SLEEP RESEARCH

IF3.9

2023-02-19

OAAI

Feher, Kristoffer D.; Omlin, Ximena; Tarokh, Leila; Schneider, Carlotta L.; Morishima, Yosuke; Zust, Marc A.; Wunderlin, Marina; Koenig, Thomas; Hertenstein, Elisabeth; Ellenberger, Benjamin; Ruch, Simon; Schmidig, Flavio; Mikutta, Christian; Trinca, Ersilia; Senn, Walter; Feige, Bernd; Kloppel, Stefan; Nissen, Christoph

Natural-gradient learning for spiking neurons

ELIFE

IF0

2022-04-25

OAAI

Kreutzer, Elena; Senn, Walter; Petrovici, Mihai A.

Learning cortical representations through perturbed and adversarial dreaming 通过扰动和对抗性梦学习皮质表征

ELIFE

IF0

2022-04-06

OAAI

Deperrois, Nicolas; Petrovici, Mihai A.; Senn, Walter; Jordan, Jakob; Schapiro, Anna C.

Evolving interpretable plasticity for spiking networks

ELIFE

IF0

2021-10-28

PREAI

Jordan, Jakob; Schmidt, Maximilian; Senn, Walter; Petrovici, Mihai A.

Fast and energy-efficient neuromorphic deep learning with first-spike times

NATURE MACHINE INTELLIGENCE

IF23.9

2021-09-17

OAAI

Goeltz, J.; Kriener, L.; Baumbach, A.; Billaudelle, S.; Breitwieser, O.; Cramer, B.; Dold, D.; Kungl, A. F.; Senn, W.; Schemmel, J.; Meier, K.; Petrovici, M. A.

Predictive olfactory learning in Drosophila

SCIENTIFIC REPORTS

IF3.9

2021-03-24

OAAI

Zhao, Chang; Widmer, Yves F.; Diegelmann, Soeren; Petrovici, Mihai A.; Sprecher, Simon G.; Senn, Walter

Data-driven reduction of dendritic morphologies with preserved dendro-somatic responses

ELIFE

IF0

2021-01-26

OAAI

Wybo, Willem A. M.; Jordan, Jakob; Ellenberger, Benjamin; Mengual, Ulisses Marti; Nevian, Thomas; Senn, Walter

Stress-induced alterations of social behavior are reversible by antagonism of steroid hormones in C57/BL6 mice

NAUNYN-SCHMIEDEBERGS ARCHIVES OF PHARMACOLOGY

IF3.1

2020-09-07

OAAI

Gasser, Benedikt Andreas; Kurz, Johann; Senn, Walter; Escher, Genevieve; Mohaupt, Markus Georg

Stochasticity from function - Why the Bayesian brain may need no noise

NEURAL NETWORKS

IF6.3

2019-11-01

OAAI

Dold, Dominik; Bytschok, Ilja; Kungl, Akos F.; Baumbach, Andreas; Breitwieser, Oliver; Senn, Walter; Schemmel, Johannes; Meier, Karlheinz; Petrovici, Mihai A.

Statistical modelling of navigational decisions based on intensity versus directionality in Drosophila larval phototaxis

SCIENTIFIC REPORTS

IF3.9

2018-07-26

OAAI

de Andres-Bragado, Lucia; Mazza, Christian; Senn, Walter; Sprecher, Simon G.

Spiking neurons with short-term synaptic plasticity form superior generative networks

SCIENTIFIC REPORTS

IF3.9

2018-07-13

OAAI

Leng, Luziwei; Martel, Roman; Breitwieser, Oliver; Bytschok, Ilja; Senn, Walter; Schemmel, Johannes; Meier, Karlheinz; Petrovici, Mihai A.