Neuron-based explanations of neural networks sacrifice completeness and interpretability

Nolan Dey, Eric Taylor, Alexander Wong +2

High quality explanations of neural networks (NNs) should exhibit two key properties. Completeness ensures that they accurately reflect a network's function and interpretability ma…