Henning Sprekeler

Orcid: 0000-0003-0690-3553

According to our database1, Henning Sprekeler authored at least 28 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Boosting Fairness and Robustness in Over-the-Air Federated Learning.
IEEE Control. Syst. Lett., 2024

Discovering Minimal Reinforcement Learning Environments.
CoRR, 2024

2023
Lottery Tickets in Evolutionary Optimization: On Sparse Backpropagation-Free Trainability.
Proceedings of the International Conference on Machine Learning, 2023

Federated Learning in Wireless Networks via Over-the-Air Computations.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022
Optimizing interneuron circuits for compartment-specific feedback inhibition.
PLoS Comput. Biol., 2022

Brian2CUDA: Flexible and Efficient Simulation of Spiking Neural Network Models on GPUs.
Frontiers Neuroinformatics, 2022

Restoring speech intelligibility for hearing aid users with deep learning.
CoRR, 2022

On Lottery Tickets and Minimal Task Representations in Deep Reinforcement Learning.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Learning Not to Learn: Nature versus Nurture In Silico.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Self-organization of a doubly asynchronous irregular network state for spikes and bursts.
PLoS Comput. Biol., 2021

Hebbian plasticity in parallel synaptic pathways: A circuit mechanism for systems memory consolidation.
PLoS Comput. Biol., 2021

2020
Presynaptic inhibition rapidly stabilises recurrent excitation in the face of plasticity.
PLoS Comput. Biol., 2020

2019
A local measure of symmetry and orientation for individual spikes of grid cells.
PLoS Comput. Biol., 2019

Amplifying the redistribution of somato-dendritic inhibition by the interplay of three interneuron types.
PLoS Comput. Biol., 2019

2017
Memory replay in balanced recurrent networks.
PLoS Comput. Biol., 2017

2016
Inhibition as a Binary Switch for Excitatory Plasticity in Pyramidal Neurons.
PLoS Comput. Biol., 2016

2015
Inheritance of Hippocampal Place Fields Through Hebbian Learning: Effects of Theta Modulation and Phase Precession on Structure Formation.
Neural Comput., 2015

2014
An extension of slow feature analysis for nonlinear blind source separation.
J. Mach. Learn. Res., 2014

Nonlinear Supervised Locality Preserving Projections for Visual Pattern Discrimination.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2013
Reinforcement Learning Using a Continuous Time Actor-Critic Framework with Spiking Neurons.
PLoS Comput. Biol., 2013

2012
Paradoxical Evidence Integration in Rapid Decision Processes.
PLoS Comput. Biol., 2012

2011
Slow feature analysis.
Scholarpedia, 2011

A Theory of Slow Feature Analysis for Transformation-Based Input Signals with an Application to Complex Cells.
Neural Comput., 2011

On the Relation of Slow Feature Analysis and Laplacian Eigenmaps.
Neural Comput., 2011

2009
Code-specific policy gradient rules for spiking neurons.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

2008
Predictive Coding and the Slowness Principle: An Information-Theoretic Approach.
Neural Comput., 2008

2007
Slowness: An Objective for Spike-Timing-Dependent Plasticity?
PLoS Comput. Biol., 2007

Slowness and Sparseness Lead to Place, Head-Direction, and Spatial-View Cells.
PLoS Comput. Biol., 2007


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