SkipW: Resource adaptable RNN with strict upper computational limit

no code implementations • ICLR 2021 • Tsiry Mayet, Anne Lambert, Pascal Leguyadec, Francoise Le Bolzer, François Schnitzler

We introduce Skip-Window, a method to allow recurrent neural networks (RNNs) to trade off accuracy for computational cost during the analysis of a sequence.

Human Activity Recognition