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Error-driven Input Modulation: Solving the Credit Assignment Problem without a Backward Pass



Giorgia Dellaferrera , Gabriel Kreiman


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Modeling the Repetition-based Recovering of Acoustic and Visual Sources with Dendritic Neurons



Giorgia Dellaferrera , Toshitake Asabuki , Tomoki Fukai


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Learning in Deep Neural Networks Using a Biologically Inspired Optimizer



Giorgia Dellaferrera , Stanislaw Wozniak , Giacomo Indiveri , Angeliki Pantazi , Evangelos Eleftheriou


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Spiking neural networks trained with backpropagation for low power neuromorphic implementation of voice activity detection



Flavio Martinelli , Giorgia Dellaferrera , Pablo Mainar , Milos Cernak

* 5 pages, 2 figures, 2 tables 

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