Differential Hebbian learning with time-continuous signals for active noise reduction.

Spike timing-dependent plasticity, related to differential Hebb-rules, has become a leading paradigm in neuronal learning, because weights can grow or shrink depending on the timing of pre- and post-synaptic signals. Here we use this paradigm to reduce unwanted (acoustic) noise. Our system relies on...

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Bibliographic Details
Main Authors: Konstantin Möller, David Kappel, Minija Tamosiunaite, Christian Tetzlaff, Bernd Porr, Florentin Wörgötter
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2022-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0266679