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Quantum recurrent neural networks

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Speaker

Viktoria Schmiesing(Leibniz University Hannover)

Event Type

QuICS Special Seminar

Date & Time

November 18, 2022, 10:00am

Where to Attend

ATL 3100A and Virtual Via Zoom

I will talk about quantum recurrent neural networks based on quantum dissipative neural networks (DQNNs), which use quantum neural networks to describe general causal quantum automata. I will first introduce feed-forward DQNNs and then go to the recurrent case. After discussing the architecture and universality, I will discuss training algorithms and numerical results showing good generalisation behaviour.