André Grüning

ORCID

Publication Activity (10 Years)

Years Active: 2005-2022
Publications (10 Years): 10

Top Venues

University of Leipzig (PHD)

Education History

University of Leipzig

PHD

Publications

Axel Hutt, André Grüning, Alex Hansen, Thomas Hartung, Raina Robeva
Editorial: Machine Learning in Natural Complex Systems. Frontiers Appl. Math. Stat. 8 (2022)
Brian Gardner, André Grüning
Supervised Learning With First-to-Spike Decoding in Multilayer Spiking Neural Networks. Frontiers Comput. Neurosci. 15 (2021)
Andrew W. Stephan, Brian Gardner, Steven J. Koester, André Grüning
Supervised Learning in Temporally-Coded Spiking Neural Networks with Approximate Backpropagation. CoRR (2020)
Brian Gardner, André Grüning
Supervised Learning with First-to-Spike Decoding in Multilayer Spiking Neural Networks. CoRR (2020)
Hyeryung Jang, Osvaldo Simeone, Brian Gardner, André Grüning
An Introduction to Probabilistic Spiking Neural Networks: Probabilistic Models, Learning Rules, and Applications. IEEE Signal Process. Mag. 36 (6) (2019)
Osvaldo Simeone, Bipin Rajendran, André Grüning, Evangelos Eleftheriou, Mike Davies, Sophie Denève, Guang-Bin Huang
Learning Algorithms and Signal Processing for Brain-Inspired Computing [From the Guest Editors]. IEEE Signal Process. Mag. 36 (6) (2019)
Hyeryung Jang, Osvaldo Simeone, Brian Gardner, André Grüning
An Introduction to Probabilistic Spiking Neural Networks. CoRR (2019)
Joseph Chrol-Cannon, Yaochu Jin, André Grüning
An efficient method for online detection of polychronous patterns in spiking neural networks. Neurocomputing 267 (2017)
Joseph Chrol-Cannon, Yaochu Jin, André Grüning
An Efficient Method for online Detection of Polychronous Patterns in Spiking Neural Network. CoRR (2017)
Brian Gardner, André Grüning
Optimal Supervised Learning in Spiking Neural Networks for Precise Temporal Encoding. CoRR (2016)
Panagiotis Ioannou, Matthew Casey, André Grüning
Spike-timing neuronal modelling of forgetting in immediate serial recall. IJCNN (2015)
Brian Gardner, Ioana Sporea, André Grüning
Encoding Spike Patterns in Multilayer Spiking Neural Networks. CoRR (2015)
Brian Gardner, Ioana Sporea, André Grüning
Learning Spatiotemporally Encoded Pattern Transformations in Structured Spiking Neural Networks. Neural Comput. 27 (12) (2015)
Panagiotis Ioannou, Matthew Casey, André Grüning
Factors Influencing Polychronous Group Sustainability as a Model of Working Memory. ICANN (2014)
André Grüning, Sander M. Bohté
Spiking Neural Networks: Principles and Challenges. ESANN (2014)
Brian Gardner, Ioana Sporea, André Grüning
Classifying Spike Patterns by Reward-Modulated STDP. ICANN (2014)
Brian Gardner, André Grüning
Classifying Patterns in a Spiking Neural Network. ESANN (2014)
Ioana Sporea, André Grüning
Supervised Learning in Multilayer Spiking Neural Networks. Neural Comput. 25 (2) (2013)
Brian Gardner, André Grüning
Learning Temporally Precise Spiking Patterns through Reward Modulated Spike-Timing-Dependent Plasticity. ICANN (2013)
Nooraini Yusoff, André Grüning, Scott V. Notley
Pair-Associate Learning with Modulated Spike-Time Dependent Plasticity. ICANN (1) (2012)
Scott V. Notley, André Grüning
Improved spike-timed mappings using a tri-phasic spike timing-dependent plasticity rule. IJCNN (2012)
Ioana Sporea, André Grüning
Supervised Learning in Multilayer Spiking Neural Networks CoRR (2012)
Ioana Sporea, André Grüning
Classification of Distorted Patterns by Feed-Forward Spiking Neural Networks. ICANN (1) (2012)
Nooraini Yusoff, André Grüning
Learning Anticipation through Priming in Spatio-temporal Neural Networks. ICONIP (1) (2012)
Panagiotis Ioannou, Matthew Casey, André Grüning
Evaluating the Effect of Spiking Network Parameters on Polychronization. ICANN (1) (2012)
André Grüning, Ioana Sporea
Supervised Learning of Logical Operations in Layered Spiking Neural Networks with Spike Train Encoding. Neural Process. Lett. 36 (2) (2012)
Joseph Chrol-Cannon, André Grüning, Yaochu Jin
The emergence of polychronous groups under varying input patterns, plasticity rules and network connectivities. IJCNN (2012)
Ioana Sporea, André Grüning
Reference time in SpikeProp. IJCNN (2011)
André Grüning, Ioana Sporea
Supervised Learning of Logical Operations in Layered Spiking Neural Networks with Spike Train Encoding CoRR (2011)
Ioana Sporea, André Grüning
A distributed model of memory for the McGurk effect. IJCNN (2010)
Nooraini Yusoff, André Grüning
Supervised Associative Learning in Spiking Neural Network. ICANN (1) (2010)
Ioana Sporea, André Grüning
Modelling the McGurk effect. ESANN (2010)
André Grüning
Elman Backpropagation as Reinforcement for Simple Recurrent Networks. Neural Comput. 19 (11) (2007)
André Grüning
Stack-like and queue-like dynamics in recurrent neural networks. Connect. Sci. 18 (1) (2006)
André Grüning
Back-Propagation as Reinforcement in Prediction Tasks. ICANN (2) (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

André Grüning