Search Results for author: James P. Turner

Found 1 papers, 0 papers with code

Loss shaping enhances exact gradient learning with EventProp in Spiking Neural Networks

no code implementations2 Dec 2022 Thomas Nowotny, James P. Turner, James C. Knight

Depending on the details of the task and loss function, descending the exact gradient with EventProp can lead to the deletion of important spikes and so to an inadvertent increase of the loss and decrease of classification accuracy and hence a failure to learn.

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