most citedLayer-wise Relevance Propagation for Echo State Networks applied to Earth System Variability

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cs.LG2023

Fact or Artifact? Revise Layer-wise Relevance Propagation on various ANN Architectures

Marco Landt-Hayen, Willi Rath, Martin Claus +1

Layer-wise relevance propagation (LRP) is a widely used and powerful technique to reveal insights into various artificial neural network (ANN) architectures. LRP is often used in t…

cs.LG2022★ 1 cited

Layer-wise Relevance Propagation for Echo State Networks applied to Earth System Variability

Marco Landt-Hayen, Peer Kröger, Martin Claus +1

Artificial neural networks (ANNs) are known to be powerful methods for many hard problems (e.g. image classification, speech recognition or time series prediction). However, these…