# name
A mathematical framework for quantum neural networks

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Treballs Finals de Grau de Matemàtiques, Facultat de Matemàtiques, Universitat de Barcelona, Any: 2023, Director: Bruno Juliá-Díaz

# metadata.dc.description.abstract[].value
[en] This thesis focuses on dissipative quantum neural networks, a subfield of quantum machine learning. Classical neural networks and the fundamental concepts of quantum mechanics, crucial for understanding quantum machine learning, are introduced from a mathematical perspective. We exhibit the parallelism between
the training algorithms of classical neural networks and dissipative quantum neural networks and establish a mathematical framework to describe classical and quantum neural networks.

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Treballs Finals de Grau (TFG) - Matemàtiques

# metadata.dc.title[].value
A mathematical framework for quantum neural networks