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Pairing Conceptual Modeling with Machine Learning



Wolfgang Maass , Veda C. Storey

* Data & Knowledge Engineering (2021) 

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A Long Short-Term Memory for AI Applications in Spike-based Neuromorphic Hardware



Philipp Plank , Arjun Rao , Andreas Wild , Wolfgang Maass

* Philipp Plank and Arjun Rao have contributed equally to this work as first authors 

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CCN GAC Workshop: Issues with learning in biological recurrent neural networks



Luke Y. Prince , Ellen Boven , Roy Henha Eyono , Arna Ghosh , Joe Pemberton , Franz Scherr , Claudia Clopath , Rui Ponte Costa , Wolfgang Maass , Blake A. Richards , Cristina Savin , Katharina Anna Wilmes


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Online spatio-temporal learning in deep neural networks



Thomas Bohnstingl , Stanisław Woźniak , Wolfgang Maass , Angeliki Pantazi , Evangelos Eleftheriou

* Main manuscript: 8 pages, 3 figures, 1 table, Supplementary notes: 11 pages 

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Embodied Synaptic Plasticity with Online Reinforcement learning



Jacques Kaiser , Michael Hoff , Andreas Konle , J. Camilo Vasquez Tieck , David Kappel , Daniel Reichard , Anand Subramoney , Robert Legenstein , Arne Roennau , Wolfgang Maass , Rudiger Dillmann

* Frontiers in neurorobotics, volume 13, p81, 2019 
* 18 pages, 5 figures, published in frontiers in neurorobotics 

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Classifying Images with Few Spikes per Neuron



Christoph Stöckl , Wolfgang Maass

* 9 pages, 2 figures. arXiv admin note: substantial text overlap with arXiv:2001.01682 

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Recognizing Images with at most one Spike per Neuron



Christoph Stöckl , Wolfgang Maass

* 14 pages, 7 figures 

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