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Quantum Neural Network Classifiers: A Tutorial. (arXiv:2206.02806v2 [quant-ph] UPDATED)
cs.LG updates on arXiv.org arxiv.org
Machine learning has achieved dramatic success over the past decade, with
applications ranging from face recognition to natural language processing.
Meanwhile, rapid progress has been made in the field of quantum computation
including developing both powerful quantum algorithms and advanced quantum
devices. The interplay between machine learning and quantum physics holds the
intriguing potential for bringing practical applications to the modern society.
Here, we focus on quantum neural networks in the form of parameterized quantum
circuits. We will mainly discuss …
arxiv classifiers network neural network quantum quantum neural network tutorial