\displaystyle 2F^{\prime}(x) = \sum_{n \geq 0} 2E_{n+1} \frac{x^n}{n!} = \sum_{n \geq k \geq 0} \binom{n}{k} E_k E_{n-k} \frac{x^n}{n!} = F^2 (x)+1