AI BASED QUANTUM COMPILER

Data di pubblicazione

27-10-2021

Codice

DEIB.21.035.A

Stato

Disponibile

Data di priorità

16-03-2021

Fase

Italian Patent Application process

Titolare

Politecnico di Milano, CNR

Dipartimento

Department of Electronics, Information and Bioengineering

Autori

Lorenzo Moro, Enrico Prati, Marcello Restelli

Descrizione

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.

Campo di applicazione

<p> <ul> <li> Quantum computing, more precisely quantum compilation for quantum computing; </li> <li> Renewable energies; </li> <li> Cybersecurity; </li> <li> Drug discovery; </li> <li> Finance. </li> </ul> </p>

Vantaggi

<p> <ul> <li> Fast execution time; </li> <li> Real-time quantum compiling; </li> <li> Automatic learning; </li> <li> It is possible to employ an arbitrary set of quantum logic gates; </li> <li> Hardware agnostic.</li> </ul> </p>

Contatto

licensing.tto@polimi.it