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
Matthew LarkumHumboldt University of BerlinVerified email at hu-berlin.de
João SacramentoGoogleVerified email at joaosacramento.com
Jakob JordanDepartment of Physiology, University of BernVerified email at unibe.ch
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
Professor Eleni VasilakiUniversity of SheffieldVerified email at sheffield.ac.uk
Karlheinz MeierRuprecht-Karls-Universität HeidelbergVerified email at kip.uni-heidelberg.de
Dominik DoldResearch Fellow, ESA ESTECVerified email at esa.int
Akos F. KunglCarl Zeiss SMTVerified email at zeiss.com
Jean-Pascal PfisterProfessor of Theoretical Neuroscience, Institute of Neuroinformatics, University of Zurich and ETHVerified email at ini.uzh.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
Wulfram GerstnerEPFLVerified email at epfl.ch
Willem A.M. WyboForschungszentrum JülichVerified email at fz-juelich.de
Rui Ponte CostaGroup Leader/Principal Investigator, University of OxfordVerified email at dpag.ox.ac.uk
Henry MarkramProfessor of Neuroscience, EPFLVerified email at epfl.ch
Matteo CarandiniProfessor of Visual Neuroscience, University College LondonVerified email at ucl.ac.uk

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	796	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	423	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	402	2009
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	349	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	324	2003
Dendritic cortical microcircuits approximate the backpropagation algorithm J Sacramento, R Ponte Costa, Y Bengio, W Senn Advances in neural information processing systems 31, 2018	318	2018
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	302	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	283	2001
A synaptic explanation of suppression in visual cortex M Carandini, DJ Heeger, W Senn Journal of Neuroscience 22 (22), 10053-10065, 2002	277	2002
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	224	2000
A cospectral correction model for measurement of turbulent NO2 flux W Eugster, W Senn Boundary-Layer Meteorology 74 (4), 321-340, 1995	220	1995
Learning by the dendritic prediction of somatic spiking R Urbanczik, W Senn Neuron 81 (3), 521-528, 2014	214	2014
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	185	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	153	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	152	2014
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	149	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	144	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	131	2013
Reinforcement learning in populations of spiking neurons R Urbanczik, W Senn Nature neuroscience 12 (3), 250-252, 2009	123	2009

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