The hyperbolic tangent isFor real , it is an odd, strictly increasing smooth function mapping onto . The exponential expression gives its limits and at the two infinities. The quotient rule and the hyperbolic Pythagorean identity giveHence it is nearly linear near zero, with , and saturates for large input magnitude. Its real inverse function is for . The profile solves , connecting a simple nonlinear ordinary differential equation with a smooth transition between two limiting states.
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