Henning Sprekeler

37 papers A* 3B 1Journal 30Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Information theoretic measures of neural and behavioural coupling predict representational drift. PLoS Comput. Biol. Kristine Heiney, Mónika Józsa, Michael Everett Rule, Henning Sprekeler, Stefano Nichele, Timothy O'Leary
2025	J	`jnl`	Mouse Lockbox Dataset: Behavior Recognition for Mice Solving Lockboxes. CoRR Patrik Reiske, Marcus N. Boon, Niek Andresen, Soledad Traverso, Katharina Hohlbaum, Lars Lewejohann, Christa Thöne-Reineke, Olaf Hellwich, Henning Sprekeler
2025	J	`jnl`	Tracking Mouse from Incomplete Body-Part Observations and Deep-Learned Deformable-Mouse Model Motion-Track Constraint for Behavior Analysis. CoRR Olaf Hellwich, Niek Andresen, Katharina Hohlbaum, Marcus N. Boon, Monika Kwiatkowski, Simon Matern, Patrik Reiske, Henning Sprekeler, Christa Thöne-Reineke, Lars Lewejohann, Huma Ghani Zada, Michael Brück, Soledad Traverso
2024	J	`jnl`	Boosting Fairness and Robustness in Over-the-Air Federated Learning. CoRR Halil Yigit Öksüz, Fabio Molinari, Henning Sprekeler, Jörg Raisch
2024	J	`jnl`	Boosting Fairness and Robustness in Over-the-Air Federated Learning. IEEE Control. Syst. Lett. Halil Yigit Öksüz, Fabio Molinari, Henning Sprekeler, Jörg Raisch
2024	J	`jnl`	Discovering Minimal Reinforcement Learning Environments. CoRR Jarek Liesen, Chris Lu, Andrei Lupu, Jakob N. Foerster, Henning Sprekeler, Robert T. Lange
2023	—	`conf`	Federated Learning in Wireless Networks via Over-the-Air Computations. CDC Halil Yigit Öksüz, Fabio Molinari, Henning Sprekeler, Jörg Raisch
2023	J	`jnl`	Federated Learning in Wireless Networks via Over-the-Air Computations. CoRR Halil Yigit Öksüz, Fabio Molinari, Henning Sprekeler, Jörg Raisch
2023	A*	`conf`	Lottery Tickets in Evolutionary Optimization: On Sparse Backpropagation-Free Trainability. ICML Robert Tjarko Lange, Henning Sprekeler
2023	J	`jnl`	Lottery Tickets in Evolutionary Optimization: On Sparse Backpropagation-Free Trainability. CoRR Robert Tjarko Lange, Henning Sprekeler
2023	—	`conf`	Lottery tickets in evolutionary optimization: On sparse backpropagation-free trainability. GECCO Companion Robert Tjarko Lange, Henning Sprekeler
2022	J	`jnl`	Brian2CUDA: Flexible and Efficient Simulation of Spiking Neural Network Models on GPUs. Frontiers Neuroinformatics Denis Alevi, Marcel Stimberg, Henning Sprekeler, Klaus Obermayer, Moritz Augustin
2022	A*	`conf`	Learning Not to Learn: Nature versus Nurture In Silico. AAAI Robert Tjarko Lange, Henning Sprekeler
2022	A*	`conf`	On Lottery Tickets and Minimal Task Representations in Deep Reinforcement Learning. ICLR Marc Aurel Vischer, Robert Tjarko Lange, Henning Sprekeler
2022	J	`jnl`	Optimizing interneuron circuits for compartment-specific feedback inhibition. PLoS Comput. Biol. Joram Keijser, Henning Sprekeler
2022	J	`jnl`	Restoring speech intelligibility for hearing aid users with deep learning. CoRR Peter Udo Diehl, Yosef Singer, Hannes Zilly, Uwe Schönfeld, Paul Meyer-Rachner, Mark Berry, Henning Sprekeler, Elias Sprengel, Annett Pudszuhn, Veit M. Hofmann
2021	J	`jnl`	Hebbian plasticity in parallel synaptic pathways: A circuit mechanism for systems memory consolidation. PLoS Comput. Biol. Michiel W. H. Remme, Urs Bergmann, Denis Alevi, Susanne Schreiber, Henning Sprekeler, Richard Kempter
2021	J	`jnl`	On Lottery Tickets and Minimal Task Representations in Deep Reinforcement Learning. CoRR Marc Aurel Vischer, Robert Tjarko Lange, Henning Sprekeler
2021	J	`jnl`	Self-organization of a doubly asynchronous irregular network state for spikes and bursts. PLoS Comput. Biol. Filip Vercruysse, Richard Naud, Henning Sprekeler
2020	J	`jnl`	Learning not to learn: Nature versus nurture in silico. CoRR Robert Tjarko Lange, Henning Sprekeler
2020	J	`jnl`	Presynaptic inhibition rapidly stabilises recurrent excitation in the face of plasticity. PLoS Comput. Biol. Laura Bella Naumann, Henning Sprekeler
2019	J	`jnl`	A local measure of symmetry and orientation for individual spikes of grid cells. PLoS Comput. Biol. Simon N. Weber, Henning Sprekeler
2019	J	`jnl`	Amplifying the redistribution of somato-dendritic inhibition by the interplay of three interneuron types. PLoS Comput. Biol. Loreen Hertäg, Henning Sprekeler
2017	J	`jnl`	Memory replay in balanced recurrent networks. PLoS Comput. Biol. Nikolay Chenkov, Henning Sprekeler, Richard Kempter
2016	J	`jnl`	Inhibition as a Binary Switch for Excitatory Plasticity in Pyramidal Neurons. PLoS Comput. Biol. Katharina A. Wilmes, Henning Sprekeler, Susanne Schreiber
2015	J	`jnl`	Inheritance of Hippocampal Place Fields Through Hebbian Learning: Effects of Theta Modulation and Phase Precession on Structure Formation. Neural Comput. Tiziano D'Albis, Jorge Jaramillo, Henning Sprekeler, Richard Kempter
2014	J	`jnl`	An extension of slow feature analysis for nonlinear blind source separation. J. Mach. Learn. Res. Henning Sprekeler, Tiziano Zito, Laurenz Wiskott
2014	B	`conf`	Nonlinear Supervised Locality Preserving Projections for Visual Pattern Discrimination. ICPR Erik M. Rehn, Henning Sprekeler
2013	J	`jnl`	Reinforcement Learning Using a Continuous Time Actor-Critic Framework with Spiking Neurons. PLoS Comput. Biol. Nicolas Frémaux, Henning Sprekeler, Wulfram Gerstner
2012	J	`jnl`	Paradoxical Evidence Integration in Rapid Decision Processes. PLoS Comput. Biol. Johannes Rüter, Nicolas Marcille, Henning Sprekeler, Wulfram Gerstner, Michael H. Herzog
2011	J	`jnl`	A Theory of Slow Feature Analysis for Transformation-Based Input Signals with an Application to Complex Cells. Neural Comput. Henning Sprekeler, Laurenz Wiskott
2011	J	`jnl`	On the Relation of Slow Feature Analysis and Laplacian Eigenmaps. Neural Comput. Henning Sprekeler
2011	J	`jnl`	Slow feature analysis. Scholarpedia Laurenz Wiskott, Pietro Berkes, Mathias Franzius, Henning Sprekeler, Niko Wilbert
2009	—	`conf`	Code-specific policy gradient rules for spiking neurons. NIPS Henning Sprekeler, Guillaume Hennequin, Wulfram Gerstner
2008	J	`jnl`	Predictive Coding and the Slowness Principle: An Information-Theoretic Approach. Neural Comput. Felix Creutzig, Henning Sprekeler
2007	J	`jnl`	Slowness and Sparseness Lead to Place, Head-Direction, and Spatial-View Cells. PLoS Comput. Biol. Mathias Franzius, Henning Sprekeler, Laurenz Wiskott
2007	J	`jnl`	Slowness: An Objective for Spike-Timing-Dependent Plasticity? PLoS Comput. Biol. Henning Sprekeler, Christian Michaelis, Laurenz Wiskott