Walter Senn

Affiliations: 
University of Bern, Bern, Bern, Switzerland 
Area:
Computational neuroscience
Website:
http://www.cns.unibe.ch/~wsenn/#pub
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"Walter Senn"
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Publications

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Granier A, Petrovici MA, Senn W, et al. (2024) Confidence and second-order errors in cortical circuits. Pnas Nexus. 3: pgae404
Jordan J, Sacramento J, Wybo WAM, et al. (2024) Conductance-based dendrites perform Bayes-optimal cue integration. Plos Computational Biology. 20: e1012047
Wybo WAM, Tsai MC, Tran VAK, et al. (2023) 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: e2300558120
Kreutzer E, Senn W, Petrovici MA. (2022) Natural-gradient learning for spiking neurons. Elife. 11
Jordan J, Schmidt M, Senn W, et al. (2021) Evolving interpretable plasticity for spiking networks. Elife. 10
Marti Mengual U, Wybo WAM, Spierenburg LJE, et al. (2020) Efficient low-pass dendro-somatic coupling in the apical dendrite of layer 5 pyramidal neurons in the anterior cingulate cortex. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience
Richards BA, Lillicrap TP, Beaudoin P, et al. (2019) A deep learning framework for neuroscience. Nature Neuroscience. 22: 1761-1770
Dold D, Bytschok I, Kungl AF, et al. (2019) Stochasticity from function - Why the Bayesian brain may need no noise. Neural Networks : the Official Journal of the International Neural Network Society. 119: 200-213
de Andres-Bragado L, Mazza C, Senn W, et al. (2018) Statistical modelling of navigational decisions based on intensity versus directionality in Drosophila larval phototaxis. Scientific Reports. 8: 11272
Leng L, Martel R, Breitwieser O, et al. (2018) Spiking neurons with short-term synaptic plasticity form superior generative networks. Scientific Reports. 8: 10651
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