Quantum recurrent neural networks

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.