Specific Question
What [is the minimal] differential equation is satisfied by $y = \sum_{n=0}^\infty {x^n}(n!)^{-k}$?
That is, we are hunting for a monic differential operator of minimal order which annihilates our function. That is, plugging in the above function into our operator results in zero.
Exposition
Each function $ F_k(x) = \sum_{n=0}^\infty \frac{x^n}{(n!)^k} $ is a D-finite function, meaning it satisfies a linear differential equation with polynomial coefficients. Note that,
$F_1(x)=e^x$, the exponential function satisfies $F_1'=F_1$.
$F_2(x)=I_0(2\sqrt{x})$, a modified Bessel function satisfies $F_2= xF_2''+F_2'$.
$F_3(x)= F_{3}'\left(x\right)+3xF_{3}''\left(x\right)+x^{2}F_{3}'''\left(x\right)$
Motivation
Is $F_k(1)-1$ =$\sum_{n=1}^\infty 1 /(n!)^k$ demonstrably transcendental? Note that $F_1(1)=e$ and $F_2(1)=I_0(2)$ are both demonstrably transcendental but the proofs of these facts invoke differential equations.