1 code implementation • 10 Sep 2023 • Carlos Hernani-Morales, Gabriel Alvarado, Francisco Albarrán-Arriagada, Yolanda Vives-Gilabert, Enrique Solano, José D. Martín-Guerrero
We propose machine learning (ML) methods to characterize the memristive properties of single and coupled quantum memristors.
no code implementations • 8 Sep 2023 • Antonio Ferrer-Sánchez, Carlos Flores-Garrigos, Carlos Hernani-Morales, José J. Orquín-Marqués, Narendra N. Hegade, Alejandro Gomez Cadavid, Iraitz Montalban, Enrique Solano, Yolanda Vives-Gilabert, José D. Martín-Guerrero
We introduce a novel methodology that leverages the strength of Physics-Informed Neural Networks (PINNs) to address the counterdiabatic (CD) protocol in the optimization of quantum circuits comprised of systems with $N_{Q}$ qubits.
no code implementations • 4 Jan 2022 • Eduardo Reck Miranda, Satvik Venkatesh, Jose D. Martın-Guerrero, Carlos Hernani-Morales, Lucas Lamata, Enrique Solano
At the time of writing, available quantum computing hardware and brain activity sensing technology are not sufficiently developed for real-time control of quantum states with the brain.