Walter Senn

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Stefano FusiColumbia UniversityVerified email at columbia.edu
Mihai A. PetroviciGroup Leader, NeuroTMA Lab, University of BernVerified email at unibe.ch
Giancarlo La CameraAssociate Professor of Neurobiology and Behavior, Stony Brook UniversityVerified email at stonybrook.edu
Matthew LarkumHumboldt University of BerlinVerified email at hu-berlin.de
Jakob JordanDepartment of Physiology, University of BernVerified email at unibe.ch
João SacramentoGoogleVerified email at joaosacramento.com
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
Professor Eleni VasilakiUniversity of SheffieldVerified email at sheffield.ac.uk
Dominik DoldResearch Fellow, ESA ESTECVerified email at esa.int
Akos F. KunglCarl Zeiss SMTVerified email at zeiss.com
Jean-Pascal PfisterProfessor of Theoretical Neuroscience, Department of Physiology, University of BernVerified email at unibe.ch
Johannes FriedrichAllen Institute for Neural DynamicsVerified email at columbia.edu
Johanni BreaScientist & Lecturer, Laboratory of Computational Neuroscience, EPFLVerified email at epfl.ch
Johannes SchemmelHeidelberg UniversityVerified email at kip.uni-heidelberg.de
Misha TsodyksWeizmann InstituteVerified email at weizmann.ac.il
Willem A.M. WyboForschungszentrum JülichVerified email at fz-juelich.de
Wulfram GerstnerEPFLVerified email at epfl.ch
Rui Ponte CostaGroup Leader/Principal Investigator, University of OxfordVerified email at dpag.ox.ac.uk
Henry MarkramProfessor of Neuroscience, EPFLVerified email at epfl.ch

Walter Senn

Universität Bern

Verified email at unibe.ch - Homepage

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	934	2019
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	439	2007
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	416	2009
Dendritic cortical microcircuits approximate the backpropagation algorithm J Sacramento, R Ponte Costa, Y Bengio, W Senn Advances in neural information processing systems 31, 2018	368	2018
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	365	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	330	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	315	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	290	2001
A synaptic explanation of suppression in visual cortex M Carandini, DJ Heeger, W Senn Journal of Neuroscience 22 (22), 10053-10065, 2002	279	2002
Learning by the dendritic prediction of somatic spiking R Urbanczik, W Senn Neuron 81 (3), 521-528, 2014	236	2014
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	225	2000
A cospectral correction model for measurement of turbulent NO2 flux W Eugster, W Senn Boundary-Layer Meteorology 74 (4), 321-340, 1995	223	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	192	2004
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	191	2006
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	160	2014
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	157	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	154	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	151	2009
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	135	2013
Reinforcement learning in populations of spiking neurons R Urbanczik, W Senn Nature neuroscience 12 (3), 250-252, 2009	128	2009

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