I'm interested in hypercomplexes, or number systems with many square roots of $-1$. Now, I know that quaternions are non-commutative, but associative. I'm wondering if it's possible to have a number system with more "elements" (or square roots of $-1$) that remains associative.
My understanding is that hypercomplex systems lose many properties in order to keep division. So I'm wondering, if we discard division, can we keep the associative property and add more square roots of $-1$?
In other words, Can we have a number system with $2^n$ square roots of $-1$ that is associative, for arbitrary $n$?
Depends on what you mean by "number system". You can certainly construct the ring
$$ \mathbb R[X_1,X_2,\ldots, X_n]/\langle X_1^2-1, X_2^2-1, \ldots, X_n^2 - 1\rangle $$
in which $\prod_{i\in A} X_i$ is a square root of $-1$ for each of the $2^{n-1}$ odd-sized subsets $A\subseteq \{1,\ldots,n\}$. It will be associative and commutative.
But it will be horribly division-less.
In fact, for any commutative ring, if there are two different elements with the same square that are not each other's negative, it will contain zero divisors, because $$ (a+b)(a-b) = a^2 - b^2 = 0 $$ if $a^2=b^2$, and unless $a$ and $b$ are the same or the negative of each other, both of $a+b$ and $a-b$ will be nonzero.