Quantum recurrent neural networks

QuICS Special Seminar

Viktoria Schmiesing (Leibniz University Hannover)
Friday, November 18, 2022 - 10:00am
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.