Enhanced quantum-based neural network learning and its application to signature verification
Sign Up to like & getrecommendations! Published in 2019 at "Soft Computing"
DOI: 10.1007/s00500-017-2954-3
Abstract: In this paper, an enhanced quantum-based neural network learning algorithm (EQNN-S) which constructs a neural network architecture using the quantum computing concept is proposed for signature verification. The quantum computing concept is used to decide… read more here.
Keywords: quantum based; neural network; based neural; enhanced quantum ... See more keywords
Bath Engineering Enhanced Quantum Critical Engines
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DOI: 10.3390/e24101458
Abstract: Driving a quantum system across quantum critical points leads to non-adiabatic excitations in the system. This in turn may adversely affect the functioning of a quantum machine which uses a quantum critical substance as its… read more here.
Keywords: critical engines; time; bath engineering; engineering enhanced ... See more keywords
Direct Parameter Estimations from Machine Learning-Enhanced Quantum State Tomography
Sign Up to like & getrecommendations! Published in 2022 at "Symmetry"
DOI: 10.3390/sym14050874
Abstract: With the power to find the best fit to arbitrarily complicated symmetry, machine-learning (ML)-enhanced quantum state tomography (QST) has demonstrated its advantages in extracting complete information about the quantum states. Instead of using the reconstruction… read more here.
Keywords: state; quantum state; learning enhanced; enhanced quantum ... See more keywords