ReLU as a Function of Single Infinite Domain

In machine learning, ReLU = max(0,x); this leads to a function with 2 domains:

• f = 0 for x<0
• f = x for x>=0

However, ReLU can be expressed as a function in infinite domain:

ReLU = f(x) = [ abs(x) + x ] / 2