hagabbar / matching_cnn_paper

Matching matched filtering with deep learning in gravitational-wave astronomy
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ELU range #63

Closed Fergus-Hayes closed 6 years ago

Fergus-Hayes commented 6 years ago

In the text we say: "Activation layers apply an element-wise non-linear activation function rescaling their inputs onto the range [−1, 1]" lines 200-202.

On inspection, the ELU function we use is between the ranges [-a,infinity], where a is a set constant (a=1 by default). So it is worth generalizing the text to match our case.