Can't think of nice closed form, but here's a nice linear recursion:
Let $f_n$ be the number of combinations obeying those two rules of length n, and let $g_n$ be the number of those that end with $1$, and $h_n$ be the number that end with $0$. Note that $h_n$ is also the number of such combinations that end with $2$ because of the symmetry, so $f_n$ = $g_n + 2 \cdot h_n$.
But $g_n = f_{n-1}$, because I can always add a $1$ to the end of any such combination of length $n-1$ to get a combination of length $n$, and pulling off a $1$ from the end of such a combination of length $n$ still obeys the two rules. To get a length $n$ combination that ends with $0$, though, the preceding combination has to end with a $0$ or a $1$, so $h_n = g_{n-1} + h_{n-1}$. So, we get $$f_n = f_{n-1} + 2 \cdot \left( g_{n-1} + h_{n-1} \right)
\\ = 2 \cdot f_{n-1} + g_{n-1}
\\ = 2 \cdot f_{n-1} + f_{n-2}$$