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    Classical Data in Quantum Machine Learning Algorithms: Amplitude Encoding and the Relation Between Entropy and Linguistic Ambiguity by Jurek Eisinger, Ward Gauderis, Lin de Huybrecht, Geraint A. Wiggins

    Published 2025-04-01
    “…First, the findings suggest that in quantum natural language processing, amplitude-encoding data onto a quantum computer can be a useful tool to improve the performance of the quantum machine learning models used. …”
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    Low-Complexity and Adaptive Nonlinearity Estimation Module Based on Godard's Error by Lin Jiang, Lianshan Yan, Zhiyu Chen, Anlin Yi, Yan Pan, Wei Pan, Bin Luo

    Published 2016-01-01
    “…A low-complexity and adaptive nonlinearity estimation module is proposed and experimentally demonstrated based on Godard&#x0027;s error and low-pass filter (LPF). The computational complexity of the proposed adaptive estimation module is significantly reduced by avoiding utilizing the polarization demultiplexing, frequency offset compensation, and carrier phase recovery in the process of finding the optimal value <inline-formula> <tex-math notation="LaTeX">$\gamma\xi_{\mathrm{opt}}$</tex-math></inline-formula> compared with the previous approach based on phase noise variance. …”
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    A new Hybrid Metaheuristic Model for Image Edge Detection by Adil Khalil, Adel Abed Al Wahaab, Ahmed Abbas

    Published 2025-04-01
    “…Image edge detection is a vital process in various applications, such as medical image analysis, computer vision, and security systems. …”
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    Design of a multistage anti-jam GPS receiver by DI Min-min, ZHANG Er-yang

    Published 2005-01-01
    “…Since the anti-jam capability of joint space-time processing used in GPS depended on the number of antenna elements, a multistage anti-jam GPS receiver was proposed. …”
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    Long-term tracking of neural and oligodendroglial development in large-scale human cerebral organoids by noninvasive volumetric imaging by Sangjun Park, Cheol Hong Min, Eunjin Choi, Jeong-Sun Choi, Kyungjin Park, Seokyoung Han, Wonjun Choi, Hyun-Jong Jang, Kyung-Ok Cho, Moonseok Kim

    Published 2025-01-01
    “…Line-shaped illumination mitigates photodamage and, alongside refined spatial gating, maximizes signal collection through integrating with computational processing. The integration of deconvolution and compressive sensing has improved image contrast by 6-fold, elucidating fine features of the neurites. …”
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    Comparative Analysis of Machine Learning Algorithms With Advanced Feature Extraction for ECG Signal Classification by Tanuja Subba, Tejbanta Chingtham

    Published 2024-01-01
    “…However, its availability has been restricted, especially in contexts with limited resources, due to the cost associated with conventional ECG signal processing equipment. The importance of ECG signal processing classification for improving early diagnoses in clinical and remote monitoring contexts is highlighted here. …”
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