André Grüning

37 papers B 8C 3Journal 18Unranked 6
YearRankTypeTitle / Venue / Authors
2022 J jnl
Editorial: Machine Learning in Natural Complex Systems.
Frontiers Appl. Math. Stat.
Axel Hutt, André Grüning, Alex Hansen, Thomas Hartung, Raina Robeva
2021 J jnl
Supervised Learning With First-to-Spike Decoding in Multilayer Spiking Neural Networks.
Frontiers Comput. Neurosci.
Brian Gardner, André Grüning
2020 J jnl
Supervised Learning in Temporally-Coded Spiking Neural Networks with Approximate Backpropagation.
CoRR
Andrew W. Stephan, Brian Gardner, Steven J. Koester, André Grüning
2020 J jnl
Supervised Learning with First-to-Spike Decoding in Multilayer Spiking Neural Networks.
CoRR
Brian Gardner, André Grüning
2019 J jnl
An Introduction to Probabilistic Spiking Neural Networks.
CoRR
Hyeryung Jang, Osvaldo Simeone, Brian Gardner, André Grüning
2019 J jnl
An Introduction to Probabilistic Spiking Neural Networks: Probabilistic Models, Learning Rules, and Applications.
IEEE Signal Process. Mag.
Hyeryung Jang, Osvaldo Simeone, Brian Gardner, André Grüning
2019 J jnl
Learning Algorithms and Signal Processing for Brain-Inspired Computing [From the Guest Editors].
IEEE Signal Process. Mag.
Osvaldo Simeone, Bipin Rajendran, André Grüning, Evangelos Eleftheriou, Mike Davies, Sophie Denève, Guang-Bin Huang
2017 J jnl
An Efficient Method for online Detection of Polychronous Patterns in Spiking Neural Network.
CoRR
Joseph Chrol-Cannon, Yaochu Jin, André Grüning
2017 J jnl
An efficient method for online detection of polychronous patterns in spiking neural networks.
Neurocomputing
Joseph Chrol-Cannon, Yaochu Jin, André Grüning
2016 J jnl
Optimal Supervised Learning in Spiking Neural Networks for Precise Temporal Encoding.
CoRR
Brian Gardner, André Grüning
2015 J jnl
Encoding Spike Patterns in Multilayer Spiking Neural Networks.
CoRR
Brian Gardner, Ioana Sporea, André Grüning
2015 J jnl
Learning Spatiotemporally Encoded Pattern Transformations in Structured Spiking Neural Networks.
Neural Comput.
Brian Gardner, Ioana Sporea, André Grüning
2015 B conf
Spike-timing neuronal modelling of forgetting in immediate serial recall.
IJCNN
Panagiotis Ioannou, Matthew Casey, André Grüning
2014 B conf
Classifying Patterns in a Spiking Neural Network.
ESANN
Brian Gardner, André Grüning
2014 C conf
Classifying Spike Patterns by Reward-Modulated STDP.
ICANN
Brian Gardner, Ioana Sporea, André Grüning
2014 C conf
Factors Influencing Polychronous Group Sustainability as a Model of Working Memory.
ICANN
Panagiotis Ioannou, Matthew Casey, André Grüning
2014 B conf
Spiking Neural Networks: Principles and Challenges.
ESANN
André Grüning, Sander M. Bohté
2013 C conf
Learning Temporally Precise Spiking Patterns through Reward Modulated Spike-Timing-Dependent Plasticity.
ICANN
Brian Gardner, André Grüning
2013 J jnl
Supervised Learning in Multilayer Spiking Neural Networks.
Neural Comput.
Ioana Sporea, André Grüning
2012 — conf
Classification of Distorted Patterns by Feed-Forward Spiking Neural Networks.
ICANN (1)
Ioana Sporea, André Grüning
2012 — conf
Evaluating the Effect of Spiking Network Parameters on Polychronization.
ICANN (1)
Panagiotis Ioannou, Matthew Casey, André Grüning
2012 B conf
Improved spike-timed mappings using a tri-phasic spike timing-dependent plasticity rule.
IJCNN
Scott V. Notley, André Grüning
2012 — conf
Learning Anticipation through Priming in Spatio-temporal Neural Networks.
ICONIP (1)
Nooraini Yusoff, André Grüning
2012 — ch.
Neural Networks in Cognitive Science.
Biologically Inspired Networking and Sensing
Nooraini Yusoff, Ioana Sporea, André Grüning
2012 — conf
Pair-Associate Learning with Modulated Spike-Time Dependent Plasticity.
ICANN (1)
Nooraini Yusoff, André Grüning, Scott V. Notley
2012 J jnl
Supervised Learning in Multilayer Spiking Neural Networks
CoRR
Ioana Sporea, André Grüning
2012 J jnl
Supervised Learning of Logical Operations in Layered Spiking Neural Networks with Spike Train Encoding.
Neural Process. Lett.
André Grüning, Ioana Sporea
2012 B conf
The emergence of polychronous groups under varying input patterns, plasticity rules and network connectivities.
IJCNN
Joseph Chrol-Cannon, André Grüning, Yaochu Jin
2011 B conf
Reference time in SpikeProp.
IJCNN
Ioana Sporea, André Grüning
2011 J jnl
Supervised Learning of Logical Operations in Layered Spiking Neural Networks with Spike Train Encoding
CoRR
André Grüning, Ioana Sporea
2010 B conf
A distributed model of memory for the McGurk effect.
IJCNN
Ioana Sporea, André Grüning
2010 B conf
Modelling the McGurk effect.
ESANN
Ioana Sporea, André Grüning
2010 — conf
Supervised Associative Learning in Spiking Neural Network.
ICANN (1)
Nooraini Yusoff, André Grüning
2007 J jnl
Elman Backpropagation as Reinforcement for Simple Recurrent Networks.
Neural Comput.
André Grüning
2006 J jnl
Stack-like and queue-like dynamics in recurrent neural networks.
Connect. Sci.
André Grüning
2005 — conf
Back-Propagation as Reinforcement in Prediction Tasks.
ICANN (2)
André Grüning
2004 — —
Neural networks and the complexity of languages.
André Grüning