ML4GW / DeepClean

Nonlinear noise subtraction from gravitational wave strain data
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Relationship between receptive field and learnable bandwidth #31

Open alecgunny opened 2 years ago

alecgunny commented 2 years ago

30 suggests a potentially interesting relationship between DeepClean's effective receptive field and the bandwidth of signals it can model. If this is true, it would be cool to try to derive what this tradeoff ought to be analytically from the uncertainty principle and then validate it on either synthetic or real data (or both).