Hi all,
Yudong will talk at group meeting tomorrow after last week's interruption.
See below for his title and abstract.
All the best,
Ian
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Title: Quantum neurons
Abstract:
Deep learning has gained a significant level of interest in recent years
for various machine learning applications due to the versatility of neural
networks for capturing non-linear features in data sets. In the meantime,
quantum computing also has seen progress in a variety of areas such as
simulation and numerical analysis. Therefore, an almost two decades long
line of inquiry has been developed for answering the question "does there
exist a natural model of quantum neural networks that captures the
essential features of classical neural networks?". I will explain what
"natural" and "essential features" mean exactly, and then I will
present a
new model of "quantum neuron" that upon preliminary examinations meets
those requirements.
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