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Is there a counting complexity class for succint problems?

Encoding NP-complete problems succintly often makes them NEXP-complete. I am wondering if counting the number of solutions to such a problem with a succint encoding would be any harder than solving the original succint problem.

For instance, if we use a circuit encoding to represent a 3CNF formula, we obtain SUCCINCT 3SAT, which is NEXP-complete. What is the complexity of counting the number of satisfying assignments to a 3CNF formula represented as a circuit?

#NEXP would be a natural name for the resulting class, but I cannot find any reference to such a class. Can it be easily shown to be equivalent to NEXP?

The following question is related, but maybe focussing on NEXP which exhibits non-determinism would make it easier to find an appropriate answer.
What is the complexity of counting the number of solutions of a P-Space Complete problem? How about higher complexity classes?


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