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  • Quantum machine learning = thinking and exploration in neural network models for quantum science and quantum computing /
  • 紀錄類型: 書目-電子資源 : Monograph/item
    正題名/作者: Quantum machine learning/ by Claudio Conti.
    其他題名: thinking and exploration in neural network models for quantum science and quantum computing /
    作者: Conti, Claudio.
    出版者: Cham :Springer International Publishing : : 2024.,
    面頁冊數: xxiii, 378 p. :ill. (some col.), digital ;24 cm.
    內容註: Chapter 1: Quantum mechanics and data-driven physics -- Chapter 2: Kernelizing quantum mechanics -- Chapter 3: Qubit maps -- Chapter 4: One qubit transverse-field Ising model and variational quantum algorithms -- Chapter 5: Two-qubit transverse-field Ising model and entanglement -- Chapter 6: Variational Algorithms, Quantum Approximation Optimization and Neural Network Quantum States with two-qubits -- Chapter 7: Phase space representation -- Chapter 8: States as a neural networks and gates as pullbacks -- Chapter 9: Quantum reservoir computing -- Chapter 10: Squeezing, beam splitters, and detection -- Chapter 11: Uncertainties and entanglement -- Chapter 12: Gaussian boson sampling -- Chapter 13: Variational circuits for quantum solitons.
    Contained By: Springer Nature eBook
    標題: Quantum theory. -
    電子資源: https://doi.org/10.1007/978-3-031-44226-1
    ISBN: 9783031442261
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