[HTML][HTML] Classical and Quantum Physical Reservoir Computing for Onboard Artificial Intelligence Systems: A Perspective

AH Abbas, H Abdel-Ghani, IS Maksymov - Dynamics, 2024 - mdpi.com
Artificial intelligence (AI) systems of autonomous systems such as drones, robots and self-
driving cars may consume up to 50% of the total power available onboard, thereby limiting …

[HTML][HTML] Experimental investigation of geometric quantum speed limits in an open quantum system

DP Pires, ER deAzevedo, DO Soares-Pinto… - Communications …, 2024 - nature.com
The quantum speed limit (QSL) is a fundamental lower bound on the evolution time for
quantum systems, and its tightness has been observed to be dependent on the properties of …

Engineering four-qubit fuel states for protecting quantum thermalization machine from decoherence

F Ozaydin, R Sarkar, V Bayrakci, C Bayındır… - Information, 2024 - mdpi.com
Decoherence is a major issue in quantum information processing, degrading the
performance of tasks or even precluding them. Quantum error-correcting codes, creating …

Reservoir Computing Using Measurement-Controlled Quantum Dynamics

AH Abbas, IS Maksymov - Electronics, 2024 - mdpi.com
Physical reservoir computing (RC) is a machine learning algorithm that employs the
dynamics of a physical system to forecast highly nonlinear and chaotic phenomena. In this …

Experimental creation of quantum Zeno subspaces by repeated multi-spin projections in diamond

N Kalb, J Cramer, DJ Twitchen, M Markham… - Nature …, 2016 - nature.com
Repeated observations inhibit the coherent evolution of quantum states through the
quantum Zeno effect. In multi-qubit systems this effect provides opportunities to control …

Optimal protection of quantum coherence in noisy environment

Z Huang, H Situ - International Journal of Theoretical Physics, 2017 - Springer
In this paper, we analyse the quantum coherence dynamics of a single qubit locally
interacting with a zero-temperature reservoir. We compare the behaviors of quantum …

Quantum metrology beyond the classical limit under the effect of dephasing

Y Matsuzaki, S Benjamin, S Nakayama, S Saito… - Physical review …, 2018 - APS
Quantum sensors have the potential to outperform their classical counterparts. For classical
sensing, the uncertainty of the estimation of the target fields scales inversely with the square …

Experimental and theoretical analysis of noise strength and environmental correlation time for ensembles of nitrogen-vacancy centers in diamond

K Hayashi, Y Matsuzaki, T Ashida, S Onoda… - Journal of the Physical …, 2020 - journals.jps.jp
NV centers in diamond have been considered as an important building block for the
realization of quantum information processing such as quantum simulation, quantum …

Hybrid quantum magnetic-field sensor with an electron spin and a nuclear spin in diamond

Y Matsuzaki, T Shimo-Oka, H Tanaka, Y Tokura… - Physical Review A, 2016 - APS
Recently, magnetic-field sensors based on an electron spin of a nitrogen vacancy center in
diamond have been studied both from an experimental and theoretical point of view. This …

Non-Markovian quantum-classical ratchet for ultrafast long-range electron-hole separation in condensed phases

A Kato, A Ishizaki - Physical review letters, 2018 - APS
In organic photovoltaic systems, a photogenerated molecular exciton in the donor domain
dissociates into a hole and an electron at the donor-acceptor heterojunction, and …