*Turing Incomputable Computation*
Michael Stephen Fiske - https://www.aemea.org/msf.html
https://easychair.org/publications/open/Jxss


A new computing model, called the active element machine (AEM), is 
presented that demonstrates Turing incomputable computation using quantum 
random input. The AEM deterministically executes a universal Turing machine 
(UTM) program η with random active element firing patterns. These firing 
patterns are Turing incomputable when the AEM executes a UTM having an 
unbounded number of computable steps. For an unbounded number of computable 
steps, if zero information is revealed to an adversary about the AEM’s 
representation of the UTM’s state and tape and the quantum random bits that 
help determine η’s computation and zero information is revealed about the 
dynamic connections between the active elements, then there does not exist 
a “reverse engineer” Turing machine that can map the random firing patterns 
back to the sequence of UTM instructions. This casts a new light on 
Turing’s notion of a computational procedure. In practical terms, these 
methods present an opportunity to build a new class of computing machines 
where the program’s computational steps are hidden. This non-Turing 
computing behavior may be useful in cybersecurity and in other areas such 
as machine learning where multiple, dynamic interpretations of firing 
patterns may be applicable.

cf.
*Quantum Random Self-Modifiable Computation*
https://arxiv.org/abs/1807.01369

@philipthrift

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