7 citations · 8 across the 3 of their papers we have counts for
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quant-ph2026
Research progress on quantum neural networks and quantum machine learning
Yifan Sun, Boyuan Sun, Jiameng Tian +1
Machine learning holds fundamental computational significance due to the increasing demand for efficient solutions to complex tasks in data analysis, pattern recognition, and optim…
quant-ph2025★ 7 cited
Quantum Next-Generation Reservoir Computing and Its Quantum Optical Implementation
Longhan Wang, Peijie Sun, Ling-Jun Kong +2
Quantum reservoir computing (QRC) exploits the information-processing capabilities of quantum systems to tackle time-series forecasting tasks, which is expected to be superior to t…
quant-ph2024★ 1 cited
Measurement-based quantum convolutional neural network for deep learning
Yifan Sun, Xiangdong Zhang
Recently, quantum convolutional neural networks (QCNNs) are proposed, harnessing the power of quantum computing for faster training compared to the classical counterparts. However,…