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Spiking Autoencoders With Temporal Coding

Spiking neural networks with temporal coding schemes process information based on the relative timing of neuronal spikes. In supervised learning tasks, temporal coding allows learning through backpropagation with exact derivatives, and achieves accuracies on par with conventional artificial neural n...

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Principais autores: Iulia-Maria Comşa, Luca Versari, Thomas Fischbacher, Jyrki Alakuijala
Format: Artigo
Jezik:Inglês
Izdano: Frontiers Media S.A. 2021-08-01
Serija:Frontiers in Neuroscience
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Online dostop:https://www.frontiersin.org/articles/10.3389/fnins.2021.712667/full
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