Since you want to limit the question to the Enterprise D; the "main computer" (which is actually a system of 2 redundant cores) uses isolinear chips and circuits to carry out the bulk of its tasks.
These seem to conform to a traditional Turing machine, altough they are much faster than previous systems (such as duotronics). The greatest argument against the Enterprise D using only turing machine computing would be the
In Voyager, we have gel packs.
Gel packs were mostly used in Voyager, but do make up a part of the Enterpise D's systems. Theywhich are organic, and use what appear to be neural networks to carry out fuzzy logic.
EDIT: A non-cannon argument for quantum computers (which would not be Turing machines) is found in the ST:TNG Technical Manual. It says that "Each main core incorporates a series of miniature subspace field generators, which creates a symmetrical (nonpropulsive) field distortion of 3350 millicochranes within the faster-than-light (FTL) core elements."
I don't recall what the current knowledge of quantum computing at the time of TNG being produced was, so this might have been the writers trying to create a quantum computer without knowing what one was (which can be hinted at by the FTL processing).