Certainly, but if both server and client supports it (Ubuntu has shipped with it by default for a few versions now), it's much, much easier to use it instead.
> "Normal" SSH keys will work for (pretty much) all systems that support SSH.
And even that is not true in all cases. I still regularly encounter devices that only support 2048 bit RSA and nothing beyond that. /glances in ubiquis direction.