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04/27/2016
Interpretable Deep Neural Networks for Single-Trial EEG Classification
Background: In cognitive neuroscience the potential of Deep Neural Netwo...
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04/04/2016
Layer-wise Relevance Propagation for Neural Networks with Local Renormalization Layers
Layer-wise relevance propagation is a framework which allows to decompos...
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03/21/2016
Controlling Explanatory Heatmap Resolution and Semantics via Decomposition Depth
We present an application of the Layer-wise Relevance Propagation (LRP) ...
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12/08/2015
Explaining NonLinear Classification Decisions with Deep Taylor Decomposition
Nonlinear methods such as Deep Neural Networks (DNNs) are the gold stand...
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12/01/2015