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Towards efficient end-to-end speech recognition with biologically-inspired neural networks


Oct 04, 2021
Thomas Bohnstingl, Ayush Garg, Stanisław Woźniak, George Saon, Evangelos Eleftheriou, Angeliki Pantazi


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Learning in Deep Neural Networks Using a Biologically Inspired Optimizer


Apr 23, 2021
Giorgia Dellaferrera, Stanislaw Wozniak, Giacomo Indiveri, Angeliki Pantazi, Evangelos Eleftheriou


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Online spatio-temporal learning in deep neural networks


Jul 24, 2020
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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Deep Networks Incorporating Spiking Neural Dynamics


Dec 17, 2018
Stanisław Woźniak, Angeliki Pantazi, Evangelos Eleftheriou


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