In the paper:
Alan G. Waterman, George M. Bergman, Connected fields of arbitrary characteristic, J. Math. Kyoto. Univ. 5-2, 1966. (linked),
the authors present for every characteristic a construction of a topological division ring $D$ of that characteristic that is Hausdorff and connected. Moreover, $D$ is actually commutative with continuous inversion (so a topological field) and path connected.
The precise construction is as follows: start with any integral domain $k$ and let $R$ be a polynomial ring over $k$ where one independent variable $T_\alpha$ is added to $k$ for every real $\alpha \in [0,1]$, and then kill the relations $T_0 = 0$, $T_1 = 1$. The authors define a norm $|\cdot|$ on $R$ using the norm on $(0,1)$ which induces a ring topology such that the map $(0,1) \to R$ that maps $\alpha$ to $T_\alpha$ is an isometry, from which follows that this ring is path connected. The norm is such that $|T_\alpha - T_\beta| = |\alpha - \beta|$.
This topology is later show to extend into a Hausdorff field topology on the field of fractions $K$ of $R$ such that the inclusion $R \to K$ is a homeomorphism onto its image. In particular, since $0$ and $1$ are connected by a path in $R$, they so are in $K$, which shows that $K$ is also path connected. It is clear that $K$ has the same characteristic as the initial integral domain $k$.