Walter Senn

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Stefano FusiColumbia UniversityVerified email at columbia.edu
Giancarlo La CameraAssociate Professor of Neurobiology and Behavior, Stony Brook UniversityVerified email at stonybrook.edu
Mihai A. PetroviciGroup Leader, NeuroTMA Lab, University of BernVerified email at unibe.ch
Matthew LarkumHumboldt University of BerlinVerified email at hu-berlin.de
João SacramentoETH Zurich, SwitzerlandVerified email at joaosacramento.com
Professor Eleni VasilakiUniversity of SheffieldVerified email at sheffield.ac.uk
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
Karlheinz MeierRuprecht-Karls-Universität HeidelbergVerified email at kip.uni-heidelberg.de
Jean-Pascal PfisterProfessor of Theoretical Neuroscience, Institute of Neuroinformatics, University of Zurich and ETHVerified email at ini.uzh.ch
Johannes FriedrichFlatiron InstituteVerified email at columbia.edu
Jakob JordanDepartment of Physiology, University of BernVerified email at unibe.ch
Johanni BreaScientist & Lecturer, Laboratory of Computational Neuroscience, EPFLVerified email at epfl.ch
Dominik DoldResearch Fellow, ESA ESTECVerified email at esa.int
Akos F. KunglCarl Zeiss SMTVerified email at zeiss.com
Misha TsodyksWeizmann InstituteVerified email at weizmann.ac.il
Wulfram GerstnerEPFLVerified email at epfl.ch
Johannes SchemmelHeidelberg UniversityVerified email at kip.uni-heidelberg.de
Henry MarkramProfessor of Neuroscience, EPFLVerified email at epfl.ch
Rui Ponte CostaSenior Lecturer & Group Leader, University of Bristol, UKVerified email at bristol.ac.uk
David J HeegerProfessor of Psychology and Neural Science, New York UniversityVerified email at nyu.edu

Walter Senn

Institut für Physiologie, Universität Bern, Switzerland

Verified email at pyl.unibe.ch

Computational Neuroscience


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A deep learning framework for neuroscience BA Richards, TP Lillicrap, P Beaudoin, Y Bengio, R Bogacz, ... Nature neuroscience 22 (11), 1761-1770, 2019	594	2019
Dendritic encoding of sensory stimuli controlled by deep cortical interneurons M Murayama, E Pérez-Garci, T Nevian, T Bock, W Senn, ME Larkum Nature 457 (7233), 1137-1141, 2009	388	2009
Learning real-world stimuli in a neural network with spike-driven synaptic dynamics JM Brader, W Senn, S Fusi Neural computation 19 (11), 2881-2912, 2007	381	2007
Top-down dendritic input increases the gain of layer 5 pyramidal neurons ME Larkum, W Senn, HR Lüscher Cerebral cortex 14 (10), 1059-1070, 2004	327	2004
Neocortical pyramidal cells respond as integrate-and-fire neurons to in vivo–like input currents A Rauch, G La Camera, HR Luscher, W Senn, S Fusi Journal of neurophysiology 90 (3), 1598-1612, 2003	306	2003
Spike-time-dependent plasticity and heterosynaptic competition organize networks to produce long scale-free sequences of neural activity IR Fiete, W Senn, CZH Wang, RHR Hahnloser Neuron 65 (4), 563-576, 2010	276	2010
An algorithm for modifying neurotransmitter release probability based on pre-and postsynaptic spike timing W Senn, H Markram, M Tsodyks Neural computation 13 (1), 35-67, 2001	276	2001
A synaptic explanation of suppression in visual cortex M Carandini, DJ Heeger, W Senn Journal of Neuroscience 22 (22), 10053-10065, 2002	270	2002
Dendritic cortical microcircuits approximate the backpropagation algorithm J Sacramento, R Ponte Costa, Y Bengio, W Senn Advances in neural information processing systems 31, 2018	236	2018
Modeling of spontaneous activity in developing spinal cord using activity-dependent depression in an excitatory network J Tabak, W Senn, MJ O'Donovan, J Rinzel Journal of Neuroscience 20 (8), 3041-3056, 2000	223	2000
A cospectral correction model for measurement of turbulent NO2 flux W Eugster, W Senn Boundary-Layer Meteorology 74 (4), 321-340, 1995	219	1995
Climbing neuronal activity as an event-based cortical representation of time J Reutimann, V Yakovlev, S Fusi, W Senn Journal of Neuroscience 24 (13), 3295-3303, 2004	186	2004
Learning by the dendritic prediction of somatic spiking R Urbanczik, W Senn Neuron 81 (3), 521-528, 2014	178	2014
Repetitive TMS over the human oculomotor cortex: comparison of 1-Hz and theta burst stimulation T Nyffeler, P Wurtz, HR Lüscher, CW Hess, W Senn, T Pflugshaupt, ... Neuroscience letters 409 (1), 57-60, 2006	176	2006
Extending lifetime of plastic changes in the human brain T Nyffeler, P Wurtz, HR Lüscher, CW Hess, W Senn, T Pflugshaupt, ... European Journal of Neuroscience 24 (10), 2961-2966, 2006	146	2006
Multiple time scales of temporal response in pyramidal and fast spiking cortical neurons G La Camera, A Rauch, D Thurbon, HR Luscher, W Senn, S Fusi Journal of neurophysiology 96 (6), 3448-3464, 2006	140	2006
Spike-based reinforcement learning in continuous state and action space: when policy gradient methods fail E Vasilaki, N Frémaux, R Urbanczik, W Senn, W Gerstner PLoS computational biology 5 (12), e1000586, 2009	133	2009
Nerve injury-induced neuropathic pain causes disinhibition of the anterior cingulate cortex SM Blom, JP Pfister, M Santello, W Senn, T Nevian Journal of Neuroscience 34 (17), 5754-5764, 2014	132	2014
Matching recall and storage in sequence learning with spiking neural networks J Brea, W Senn, JP Pfister Journal of neuroscience 33 (23), 9565-9575, 2013	126	2013
Reinforcement learning in populations of spiking neurons R Urbanczik, W Senn Nature neuroscience 12 (3), 250-252, 2009	121	2009

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