Henning Sprekeler

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Wulfram GERSTNERProfessor of Computer Science, EPFL, Brain Mind Institute, Ecole Polytechnique Federale de LausanneVerified email at epfl.ch
Laurenz WiskottProfessor of Theory of Neural Systems, Institut für Neuroinformatik, Ruhr-Universität BochumVerified email at ini.rub.de
Tim P. VogelsInstitute of Science and Technology, AustriaVerified email at ist.ac.at
Prof. Claudia ClopathBioengineering, Imperial College LondonVerified email at imperial.ac.uk
Friedemann ZenkeFriedrich Miescher Institute for Biomedical ResearchVerified email at fmi.ch
Nicolas FrémauxPhD student, Brain Mind Institiute, Ecole Polytechnique de LausanneVerified email at epfl.ch
Mathias FranziusHonda Research Institute EuropeVerified email at honda-ri.de
Richard KempterInstitute for Theoretical BiologyVerified email at biologie.hu-berlin.de
Michael HerzogEPFL, SwitzerlandVerified email at epfl.ch
Robert FroemkeNYU School of MedicineVerified email at med.nyu.edu
Richard NaudDepartment of Cellular and Molecular Medicine, Department of Physics, University of OttawaVerified email at uottawa.ca
GUSTAVO DECOUniversity Pompeu Fabra - Center for Brain and Cognition - ICREAVerified email at upf.edu
Simon N WeberTechnische Universität BerlinVerified email at tu-berlin.de
Corette J. WierengaUtrecht UniversityVerified email at uu.nl
Melanie WoodinUniversity of TorontoVerified email at utoronto.ca
Julie HaasLehigh UniversityVerified email at lehigh.edu
Paul MillerBrandeis UniversityVerified email at brandeis.edu
nicolas doyonprofesseur de mathématique, Université LavalVerified email at mat.ulaval.ca
Robert C. LiuProfessor of Biology, Emory UniversityVerified email at emory.edu
Gerold KiesslichGoethe Gymnasium BerlinVerified email at alumni.tu-berlin.de

Henning Sprekeler

Technische Universität Berlin

Verified email at tu-berlin.de

Computational Neuroscience


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Inhibitory plasticity balances excitation and inhibition in sensory pathways and memory networks TP Vogels, H Sprekeler, F Zenke, C Clopath, W Gerstner Science 334 (6062), 1569-1573, 2011	516	2011
Slowness and sparseness lead to place, head-direction, and spatial-view cells M Franzius, H Sprekeler, L Wiskott PLoS Computational Biology 3 (8), e166, 2007	235	2007
Theory and Simulation in Neuroscience W Gerstner, H Sprekeler, G Deco Science 338 (6103), 60-65, 2012	159	2012
Functional requirements for reward-modulated spike-timing-dependent plasticity N Frémaux, H Sprekeler, W Gerstner The Journal of Neuroscience 30 (40), 13326-13337, 2010	138	2010
Reinforcement learning using a continuous time actor-critic framework with spiking neurons N Frémaux, H Sprekeler, W Gerstner PLoS Comput Biol 9 (4), e1003024, 2013	119	2013
Inhibitory synaptic plasticity: spike timing-dependence and putative network function TP Vogels, RC Froemke, N Doyon, M Gilson, JS Haas, R Liu, A Maffei, ... Frontiers in neural circuits 7, 119, 2013	113	2013
Slowness: An objective for spike timing-dependent plasticity? H Sprekeler, C Michaelis, L Wiskott PLoS Computational Biology 3 (6), e112, 2007	85	2007
On the relation of slow feature analysis and laplacian eigenmaps H Sprekeler Neural computation 23, 303-335, 2011	73	2011
Sparse bursts optimize information transmission in a multiplexed neural code R Naud, H Sprekeler Proceedings of the National Academy of Sciences, 201720995, 2018	58	2018
An extension of slow feature analysis for nonlinear blind source separation H Sprekeler, T Zito, L Wiskott The Journal of Machine Learning Research 15 (1), 921-947, 2014	55*	2014
Predictive coding and the slowness principle: An information-theoretic approach F Creutzig, H Sprekeler Neural Computation 20 (4), 1026-1041, 2008	55	2008
Memory replay in balanced recurrent networks N Chenkov, H Sprekeler, R Kempter PLoS computational biology 13 (1), e1005359, 2017	43	2017
Functional consequences of inhibitory plasticity: homeostasis, the excitation-inhibition balance and beyond H Sprekeler Current opinion in neurobiology 43, 198-203, 2017	42	2017
Slow feature analysis L Wiskott, P Berkes, M Franzius, H Sprekeler, N Wilbert Scholarpedia 6 (4), 5282, 2011	38*	2011
Coulomb effects in tunneling through a quantum dot stack H Sprekeler, G Kießlich, A Wacker, E Schöll Physical Review B 69 (12), 125328, 2004	33	2004
Perceptual learning, roving & the unsupervised bias MH Herzog, KC Aberg, N Frémaux, W Gerstner, H Sprekeler Vision Research 61, 95-99, 2011	30	2011
Inhibition as a binary switch for excitatory plasticity in pyramidal neurons KA Wilmes, H Sprekeler, S Schreiber PLoS computational biology 12 (3), e1004768, 2016	29	2016
Learning place cells, grid cells and invariances with excitatory and inhibitory plasticity SN Weber, H Sprekeler Elife 7, e34560, 2018	27	2018
Changing the responses of cortical neurons from sub-to suprathreshold using single spikes in vivo V Pawlak, DS Greenberg, H Sprekeler, W Gerstner, JND Kerr Elife 2, e00012, 2013	27	2013
Nonlinear Bayesian filtering and learning: a neuronal dynamics for perception A Kutschireiter, SC Surace, H Sprekeler, JP Pfister Scientific reports 7 (1), 1-13, 2017	25*	2017

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