Works by Senn, Walter

Results: 51

How Adversarial REM Dreams May Facilitate Creativity, and Why We Become Aware of Them.

Published in:

Clinical & Translational Neuroscience, 2024, v. 8, n. 2, p. 21, doi. 10.3390/ctn8020021

By:

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

Publication type:

Article

Dendritic encoding of sensory stimuli controlled by deep cortical interneurons.

Published in:

2009

By:

Murayama, Masanori;
Pérez-Garci, Enrique;
Nevian, Thomas;
Bock, Tobias;
Senn, Walter;
Larkum, Matthew E.

Publication type:

Letter

Climbing Neuronal Activity as an Event-Based Cortical Representation of Time.

Published in:

Journal of Neuroscience, 2004, v. 24, n. 13, p. 3295, doi. 10.1523/JNEUROSCI.4098-03.2004

By:

Reutimann, Jan;
Yakovlev, Volodya;
Fusi, Stefano;
Senn, Walter

Publication type:

Article

Spatial But Not Oculomotor Information Biases Perceptual Memory: Evidence From Face Perception and Cognitive Modeling.

Published in:

Cognitive Science, 2017, v. 41, n. 6, p. 1533, doi. 10.1111/cogs.12437

By:

Wantz, Andrea L.;
Lobmaier, Janek S.;
Mast, Fred W.;
Senn, Walter

Publication type:

Article

Efficient Low-Pass Dendro-Somatic Coupling in the Apical Dendrite of Layer 5 Pyramidal Neurons in the Anterior Cingulate Cortex.

Published in:

Journal of Neuroscience, 2020, v. 40, n. 46, p. 8799, doi. 10.1523/JNEUROSCI.3028-19.2020

By:

Mengual, Ulisses Marti;
Wybo, Willem A. M.;
Spierenburg, Lotte J. E.;
Santello, Mirko;
Senn, Walter;
Nevian, Thomas

Publication type:

Article

Cortical oscillations support sampling-based computations in spiking neural networks.

Published in:

PLoS Computational Biology, 2022, v. 18, n. 3, p. 1, doi. 10.1371/journal.pcbi.1009753

By:

Korcsak-Gorzo, Agnes;
Müller, Michael G.;
Baumbach, Andreas;
Leng, Luziwei;
Breitwieser, Oliver J.;
van Albada, Sacha J.;
Senn, Walter;
Meier, Karlheinz;
Legenstein, Robert;
Petrovici, Mihai A.

Publication type:

Article

Evolving interpretable plasticity for spiking networks.

Published in:

eLife, 2021, p. 1, doi. 10.7554/eLife.66273

By:

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

Publication type:

Article

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

Published in:

eLife, 2021, p. 1, doi. 10.7554/eLife.60936

By:

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

Publication type:

Article

Hebb in perspective.

Published in:

2002

By:

van Hemmen, J. Leo;
Senn, Walter

Publication type:

Editorial

Beyond spike timing: the role of nonlinear plasticity and unreliable synapses.

Published in:

Biological Cybernetics, 2002, v. 87, n. 5/6, p. 344, doi. 10.1007/s00422-002-0350-1

By:

Senn, Walter

Publication type:

Article

Modulation of orientation-selective neurons by motion: when additive, when multiplicative?

Published in:

Frontiers in Computational Neuroscience, 2014, v. 8, p. 1, doi. 10.3389/fncom.2014.00067

By:

Torsten Lüdge;
Urbanczik, Robert;
Senn, Walter

Publication type:

Article

Nerve Injury-Induced Neuropathic Pain Causes Disinhibition of the Anterior Cingulate Cortex.

Published in:

Journal of Neuroscience, 2014, v. 34, n. 17, p. 5754, doi. 10.1523/JNEUROSCI.3667-13.2014

By:

Blom, Sigrid Marie;
Pfister, Jean-Pascal;
Santello, Mirko;
Senn, Walter;
Nevian, Thomas

Publication type:

Article

Matching Recall and Storage in Sequence Learning with Spiking Neural Networks.

Published in:

Journal of Neuroscience, 2013, v. 33, n. 23, p. 9565, doi. 10.1523/JNEUROSCI.4098-12.2013

By:

Brea, Johanni;
Senn, Walter;
Pfister, Jean-Pascal

Publication type:

Article

Perceptual Learning via Modification of Cortical Top-Down Signals.

Published in:

PLoS Computational Biology, 2007, v. 3, n. 8, p. 1555, doi. 10.1371/journal.pcbi.0030165

By:

Schäfer, Roland;
Vasilaki, Eleni;
Senn, Walter

Publication type:

Article

Uncertainty-modulated prediction errors in cortical microcircuits.

Published in:

eLife, 2025, p. 1, doi. 10.7554/eLife.95127

By:

Wilmes, Katharina Anna;
Petrovici, Mihai A.;
Sachidhanandam, Shankar;
Senn, Walter

Publication type:

Article

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

Published in:

eLife, 2024, p. 1, doi. 10.7554/eLife.89674.org/10.7554/eLife.89674

By:

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

Publication type:

Article

Special issue on object localization.

Published in:

2008

By:

Leibold, Christian;
Senn, Walter

Publication type:

Editorial

Stimulus sampling as an exploration mechanism for fast reinforcement learning.

Published in:

Biological Cybernetics, 2009, v. 100, n. 4, p. 319, doi. 10.1007/s00422-009-0305-x

By:

Vladimirskiy, Boris;
Vasilaki, Eleni;
Urbanczik, Robert;
Senn, Walter

Publication type:

Article

Learning flexible sensori-motor mappings in a complex network.

Published in:

Biological Cybernetics, 2009, v. 100, n. 2, p. 147, doi. 10.1007/s00422-008-0288-z

By:

Vasilaki, Eleni;
Fusi, Stefano;
Xiao-Jing Wang;
Senn, Walter

Publication type:

Article

The response of cortical neurons to in vivo-like input current: theory and experiment: II. Time-varying and spatially distributed inputs.

Published in:

Biological Cybernetics, 2008, v. 99, n. 4/5, p. 303, doi. 10.1007/s00422-008-0270-9

By:

Giugliano, Michele;
Camera, Giancarlo;
Fusi, Stefano;
Senn, Walter

Publication type:

Article

The response of cortical neurons to in vivo-like input current: theory and experiment.

Published in:

Biological Cybernetics, 2008, v. 99, n. 4/5, p. 279, doi. 10.1007/s00422-008-0272-7

By:

La Camera, Giancarlo;
Giugliano, Michele;
Senn, Walter;
Fusi, Stefano

Publication type:

Article

Special issue on quantitative neuron modeling.

Published in:

2008

By:

Jolivet, Renaud;
Roth, Arnd;
Schürmann, Felix;
Gerstner, Wulfram;
Senn, Walter

Publication type:

Editorial

Reinforcement learning in populations of spiking neurons.

Published in:

Nature Neuroscience, 2009, v. 12, n. 3, p. 250, doi. 10.1038/nn.2264

By:

Urbanczik, Robert;
Senn, Walter

Publication type:

Article

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

Published in:

Scientific Reports, 2018, v. 8, n. 1, p. 1, doi. 10.1038/s41598-018-29533-0

By:

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

Publication type:

Article

Top-down Dendritic Input Increases the Gain of Layer 5 Pyramidal Neurons.

Published in:

Cerebral Cortex, 2004, v. 14, n. 10, p. 1059, doi. 10.1093/cercor/bhh065

By:

Larkum, Matthew E.;
Senn, Walter;
Lüscher, Hans-R.

Publication type:

Article

Reinforcement learning in dendritic structures.

Published in:

2011

By:

Schiess, Mathieu;
Urbanczik, Robert;
Senn, Walter

Publication type:

Abstract

Policy gradient rules for populations of spiking neurons.

Published in:

2011

By:

Friedrich, Johannes;
Urbanczik, Robert;
Senn, Walter

Publication type:

Abstract

Spike-based reinforcement learning of navigation.

Published in:

BMC Neuroscience, 2008, v. 9, p. 1, doi. 10.1186/1471-2202-9-S1-P72

By:

Vasilaki, Eleni;
Urbanczik, Robert;
Senn, Walter;
Gerstner, Wulfram

Publication type:

Article

A hierarchical predictive coding model of visual processing.

Published in:

BMC Neuroscience, 2008, v. 9, p. 1, doi. 10.1186/1471-2202-9-S1-P111

By:

Vladimirskiy, Boris;
Senn, Walter;
Urbanczik, Robert

Publication type:

Article

Prospective Coding by Spiking Neurons.

Published in:

PLoS Computational Biology, 2016, v. 12, n. 6, p. 1, doi. 10.1371/journal.pcbi.1005003

By:

Brea, Johanni;
Gaál, Alexisz Tamás;
Urbanczik, Robert;
Senn, Walter

Publication type:

Article

Somato-dendritic Synaptic Plasticity and Error-backpropagation in Active Dendrites.

Published in:

PLoS Computational Biology, 2016, v. 12, n. 2, p. 1, doi. 10.1371/journal.pcbi.1004638

By:

Schiess, Mathieu;
Urbanczik, Robert;
Senn, Walter

Publication type:

Article

A Normative Theory of Forgetting: Lessons from the Fruit Fly.

Published in:

PLoS Computational Biology, 2014, v. 10, n. 6, p. 1, doi. 10.1371/journal.pcbi.1003640

By:

Brea, Johanni;
Urbanczik, Robert;
Senn, Walter

Publication type:

Article

Spike-based Decision Learning of Nash Equilibria in Two- Player Games.

Published in:

PLoS Computational Biology, 2012, v. 8, n. 9, p. 1, doi. 10.1371/journal.pcbi.1002691

By:

Friedrich, Johannes;
Senn, Walter

Publication type:

Article

Spatio-Temporal Credit Assignment in Neuronal Population Learning.

Published in:

PLoS Computational Biology, 2011, v. 7, n. 6, p. 1, doi. 10.1371/journal.pcbi.1002092

By:

Friedrich, Johannes;
Urbanczik, Robert;
Senn, Walter

Publication type:

Article

Adaptive Gain Modulation in V1 Explains Contextual Modifications during Bisection Learning.

Published in:

PLoS Computational Biology, 2009, v. 5, n. 12, p. 1, doi. 10.1371/journal.pcbi.1000617

By:

Schäfer, Roland;
Vasilaki, Eleni;
Senn, Walter

Publication type:

Article

Spike-Based Reinforcement Learning in Continuous State and Action Space: When Policy Gradient Methods Fail.

Published in:

PLoS Computational Biology, 2009, v. 5, n. 12, p. 1, doi. 10.1371/journal.pcbi.1000586

By:

Vasilaki, Eleni;
Frémaux, Nicolas;
Urbanczik, Robert;
Senn, Walter;
Gerstner, Wulfram

Publication type:

Article

DreamOn: a data augmentation strategy to narrow the robustness gap between expert radiologists and deep learning classifiers.

Published in:

Frontiers in Radiology, 2025, p. 1, doi. 10.3389/fradi.2024.1420545

By:

Lerch, Luc;
Huber, Lukas S.;
Kamath, Amith;
Pöllinger, Alexander;
Pahud de Mortanges, Aurélie;
Obmann, Verena C.;
Dammann, Florian;
Senn, Walter;
Reyes, Mauricio

Publication type:

Article

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

Published in:

Journal of Sleep Research, 2023, v. 32, n. 4, p. 1, doi. 10.1111/jsr.13846

By:

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

Publication type:

Article

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

Published in:

Naunyn-Schmiedeberg's Archives of Pharmacology, 2021, v. 394, n. 1, p. 127, doi. 10.1007/s00210-020-01970-7

By:

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

Publication type:

Article

Strikte Konvexität für Variationsprobleme auf dem n-dimensionalen Torus.

Published in:

Manuscripta Mathematica, 1991, v. 71, n. 1, p. 45, doi. 10.1007/BF02568393

By:

Senn, Walter

Publication type:

Article

Learning cortical representations through perturbed and adversarial dreaming.

Published in:

eLife, 2022, p. 1, doi. 10.7554/eLife.76384

By:

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

Publication type:

Article

Natural-gradient learning for spiking neurons.

Published in:

eLife, 2022, p. 1, doi. 10.7554/eLife.66526

By:

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

Publication type:

Article

Predictive olfactory learning in Drosophila.

Published in:

Scientific Reports, 2021, v. 11, n. 1, p. 1, doi. 10.1038/s41598-021-85841-y

By:

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

Publication type:

Article

Hierarchical Novelty-Familiarity Representation in the Visual System by Modular Predictive Coding.

Published in:

PLoS ONE, 2015, v. 10, n. 12, p. 1, doi. 10.1371/journal.pone.0144636

By:

Vladimirskiy, Boris;
Urbanczik, Robert;
Senn, Walter

Publication type:

Article

Scale-Free Navigational Planning by Neuronal Traveling Waves.

Published in:

PLoS ONE, 2015, v. 10, n. 7, p. 1, doi. 10.1371/journal.pone.0127269

By:

Khajeh-Alijani, Azadeh;
Urbanczik, Robert;
Senn, Walter

Publication type:

Article

Human and Machine Learning in Non-Markovian Decision Making.

Published in:

PLoS ONE, 2015, v. 10, n. 4, p. 1, doi. 10.1371/journal.pone.0123105

By:

Clarke, Aaron Michael;
Friedrich, Johannes;
Tartaglia, Elisa M.;
Marchesotti, Silvia;
Senn, Walter;
Herzog, Michael H.

Publication type:

Article

Abstract Reservoir Computing.

Published in:

AI, 2022, v. 3, n. 1, p. 194, doi. 10.3390/ai3010012

By:

Senn, Christoph Walter;
Kumazawa, Itsuo

Publication type:

Article

CODE-SPECIFIC LEARNING RULES IMPROVE ACTION SELECTION BY POPULATIONS OF SPIKING NEURONS.

Published in:

International Journal of Neural Systems, 2014, v. 24, n. 5, p. -1, doi. 10.1142/S0129065714500026

By:

FRIEDRICH, JOHANNES;
URBANCZIK, ROBERT;
SENN, WALTER

Publication type:

Article

Extending lifetime of plastic changes in the human brain.

Published in:

European Journal of Neuroscience, 2006, v. 24, n. 10, p. 2961, doi. 10.1111/j.1460-9568.2006.05154.x

By:

Nyffeler, Thomas;
Wurtz, Pascal;
Lüscher, Hans‐Rudolf;
Hess, Christian W.;
Senn, Walter;
Pflugshaupt, Tobias;
Von Wartburg, Roman;
Lüthi, Mathias;
Müri, René M.

Publication type:

Article

Conductance-based dendrites perform Bayes-optimal cue integration.

Published in:

PLoS Computational Biology, 2024, v. 20, n. 6, p. 1, doi. 10.1371/journal.pcbi.1012047

By:

Jordan, Jakob;
Sacramento, João;
Wybo, Willem A. M.;
Petrovici, Mihai A.;
Senn, Walter

Publication type:

Article