Hi -

"they still rely on Turing machine to operate."

Only because we are currently simulating them in digital computers, because those are the tools that we have. But neuromorphic hardware is not Turing Machine-based.

Quantum processors are of several kinds. Some are completely non-Turing, and others are a kind of hybrid. The latter are "general purpose" and are the harder type to create.