Fuelled by increasing computer power and algorithmic advances, machine learning techniques have become powerful tools for finding patterns in data. Quantum systems produce atypical patterns that classical systems are thought not to produce efficiently, s
Fuelled by increasing computer power and algorithmic advances, machine learning techniques have become powerful tools for finding patterns in data. Quantum systems produce atypical patterns that classical systems are thought not to produce efficiently, so it is reasonable to postulate that quantum computers...
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Entanglement plays a crucial role in advancing quantum technologies and exploring quantum many-body simulations. Here, we introduce a protocol aided by neural networks for measuring entanglement in both equilibrium and non-equilibrium states of local Ham
Objectives of the certification The course will include modules on the following: Mathematics and methods of quantum computing. Physics of quantum devices. Principles of machine learning. Quantum computing architectures and algorithms. Duration:One year ...
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Dunjko, V. & Briegel, H. J. Machine learning & artificial intelligence in the quantum domain: a review of recent progress.Rep. Prog. Phys.81, 074001 (2018). ArticleADSMathSciNetGoogle Scholar Elben, A. et al. The randomized measurement toolbox.Nat. Rev. Phys.5, 9 (2023). ...
2025:Infineon receives world's first Common Criteria EAL6 certification for implementing a post-quantum cryptography (PQC) algorithm in a security controller. Internationally accepted certification is a crucial step towards a quantum-resilient world. Post-quantum cryptography supports the protection of digi...
2. How Quantum Computing Enhances Machine Learning Quantum Computing may be utilized to accelerate the process of carrying out complicated computations and simulations in the realm of ML. For instance, a quantum computer may be used to swiftly examine huge data sets and spot patterns that would be...
The analysis of correlations in quantum networks is a difficult problem in the general case, and have so far been limited to small examples. Here, the authors show how to use symmetries and the inflation technique to derive general network entanglement criteria and certification methods. ...