Henning Sprekeler

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 23

Top Topics

Evolutionary Optimization

Blind Source Separation

Reinforcement Learning

Top Venues

PLoS Comput. Biol.

IEEE Control. Syst. Lett.

Frontiers Neuroinformatics

Publications

Halil Yigit Öksüz, Fabio Molinari, Henning Sprekeler, Jörg Raisch
Boosting Fairness and Robustness in Over-the-Air Federated Learning. IEEE Control. Syst. Lett. 8 (2024)
Jarek Liesen, Chris Lu, Andrei Lupu, Jakob N. Foerster, Henning Sprekeler, Robert T. Lange
Discovering Minimal Reinforcement Learning Environments. CoRR (2024)
Halil Yigit Öksüz, Fabio Molinari, Henning Sprekeler, Jörg Raisch
Boosting Fairness and Robustness in Over-the-Air Federated Learning. CoRR (2024)
Robert Tjarko Lange, Henning Sprekeler
Lottery Tickets in Evolutionary Optimization: On Sparse Backpropagation-Free Trainability. ICML (2023)
Halil Yigit Öksüz, Fabio Molinari, Henning Sprekeler, Jörg Raisch
Federated Learning in Wireless Networks via Over-the-Air Computations. CDC (2023)
Halil Yigit Öksüz, Fabio Molinari, Henning Sprekeler, Jörg Raisch
Federated Learning in Wireless Networks via Over-the-Air Computations. CoRR (2023)
Robert Tjarko Lange, Henning Sprekeler
Lottery Tickets in Evolutionary Optimization: On Sparse Backpropagation-Free Trainability. CoRR (2023)
Robert Tjarko Lange, Henning Sprekeler
Lottery tickets in evolutionary optimization: On sparse backpropagation-free trainability. GECCO Companion (2023)
Robert Tjarko Lange, Henning Sprekeler
Learning Not to Learn: Nature versus Nurture In Silico. AAAI (2022)
Denis Alevi, Marcel Stimberg, Henning Sprekeler, Klaus Obermayer, Moritz Augustin
Brian2CUDA: Flexible and Efficient Simulation of Spiking Neural Network Models on GPUs. Frontiers Neuroinformatics 16 (2022)
Peter Udo Diehl, Yosef Singer, Hannes Zilly, Uwe Schönfeld, Paul Meyer-Rachner, Mark Berry, Henning Sprekeler, Elias Sprengel, Annett Pudszuhn, Veit M. Hofmann
Restoring speech intelligibility for hearing aid users with deep learning. CoRR (2022)
Joram Keijser, Henning Sprekeler
Optimizing interneuron circuits for compartment-specific feedback inhibition. PLoS Comput. Biol. 18 (4) (2022)
Marc Aurel Vischer, Robert Tjarko Lange, Henning Sprekeler
On Lottery Tickets and Minimal Task Representations in Deep Reinforcement Learning. ICLR (2022)
Marc Aurel Vischer, Robert Tjarko Lange, Henning Sprekeler
On Lottery Tickets and Minimal Task Representations in Deep Reinforcement Learning. CoRR (2021)
Filip Vercruysse, Richard Naud, Henning Sprekeler
Self-organization of a doubly asynchronous irregular network state for spikes and bursts. PLoS Comput. Biol. 17 (11) (2021)
Michiel W. H. Remme, Urs Bergmann, Denis Alevi, Susanne Schreiber, Henning Sprekeler, Richard Kempter
Hebbian plasticity in parallel synaptic pathways: A circuit mechanism for systems memory consolidation. PLoS Comput. Biol. 17 (12) (2021)
Laura Bella Naumann, Henning Sprekeler
Presynaptic inhibition rapidly stabilises recurrent excitation in the face of plasticity. PLoS Comput. Biol. 16 (8) (2020)
Robert Tjarko Lange, Henning Sprekeler
Learning not to learn: Nature versus nurture in silico. CoRR (2020)
Loreen Hertäg, Henning Sprekeler
Amplifying the redistribution of somato-dendritic inhibition by the interplay of three interneuron types. PLoS Comput. Biol. 15 (5) (2019)
Simon N. Weber, Henning Sprekeler
A local measure of symmetry and orientation for individual spikes of grid cells. PLoS Comput. Biol. 15 (2) (2019)
Nikolay Chenkov, Henning Sprekeler, Richard Kempter
Memory replay in balanced recurrent networks. PLoS Comput. Biol. 13 (1) (2017)
Katharina A. Wilmes, Henning Sprekeler, Susanne Schreiber
Inhibition as a Binary Switch for Excitatory Plasticity in Pyramidal Neurons. PLoS Comput. Biol. 12 (3) (2016)
Tiziano D'Albis, Jorge Jaramillo, Henning Sprekeler, Richard Kempter
Inheritance of Hippocampal Place Fields Through Hebbian Learning: Effects of Theta Modulation and Phase Precession on Structure Formation. Neural Comput. 27 (8) (2015)
Henning Sprekeler, Tiziano Zito, Laurenz Wiskott
An extension of slow feature analysis for nonlinear blind source separation. J. Mach. Learn. Res. 15 (1) (2014)
Erik M. Rehn, Henning Sprekeler
Nonlinear Supervised Locality Preserving Projections for Visual Pattern Discrimination. ICPR (2014)
Nicolas Frémaux, Henning Sprekeler, Wulfram Gerstner
Reinforcement Learning Using a Continuous Time Actor-Critic Framework with Spiking Neurons. PLoS Comput. Biol. 9 (4) (2013)
Johannes Rüter, Nicolas Marcille, Henning Sprekeler, Wulfram Gerstner, Michael H. Herzog
Paradoxical Evidence Integration in Rapid Decision Processes. PLoS Comput. Biol. 8 (2) (2012)
Henning Sprekeler, Laurenz Wiskott
A Theory of Slow Feature Analysis for Transformation-Based Input Signals with an Application to Complex Cells. Neural Comput. 23 (2) (2011)
Henning Sprekeler
On the Relation of Slow Feature Analysis and Laplacian Eigenmaps. Neural Comput. 23 (12) (2011)
Laurenz Wiskott, Pietro Berkes, Mathias Franzius, Henning Sprekeler, Niko Wilbert
Slow feature analysis. Scholarpedia 6 (4) (2011)
Henning Sprekeler, Guillaume Hennequin, Wulfram Gerstner
Code-specific policy gradient rules for spiking neurons. NIPS (2009)
Felix Creutzig, Henning Sprekeler
Predictive Coding and the Slowness Principle: An Information-Theoretic Approach. Neural Comput. 20 (4) (2008)
Henning Sprekeler, Christian Michaelis, Laurenz Wiskott
Slowness: An Objective for Spike-Timing-Dependent Plasticity? PLoS Comput. Biol. 3 (6) (2007)
Mathias Franzius, Henning Sprekeler, Laurenz Wiskott
Slowness and Sparseness Lead to Place, Head-Direction, and Spatial-View Cells. PLoS Comput. Biol. 3 (8) (2007)