AI BASED QUANTUM COMPILER
Data di pubblicazione27-10-2021
Data di priorità16-03-2021
FaseItalian Patent Application process
TitolarePolitecnico di Milano, CNR
DipartimentoDepartment of Electronics, Information and Bioengineering
AutoriLorenzo Moro, Enrico Prati, Marcello Restelli
Gate model quantum computers require specialized software, compilers, to translate quantum instructions to low-level instructions. The present invention relates to a computer implemented method for quantum compiling based on artificial intelligence.
The architecture of circuital quantum computers requires computing layers devoted to compiling high-level quantum algorithms into lower-level circuits of quantum gates. Traditional approaches are time-consuming tasks, unsuitable to be employed in the mean of the quantum computation. By using artificial intelligence trained through multiple reinforcement learning iterations, the invention allows creating single-qubit operations with a minimum computational time. The quantum compilation method allows a query time and calculation of the correct sequence which could in principle be exploited for real-time quantum compiling.