When: Wednesday 26th Feb, 1pm
Where: Rose St Building (J04) upstairs seminar area.
Speaker: Ms Jiayin Chen (UNSW)
Title: Towards temporal information processing on near-term quantum computers
Abstract: In this talk, I will give an overview of current efforts at UNSW at exploring temporal information processing on current near-term quantum computers for control-oriented applications such as nonlinear systems modelling. In particular, I will present a scheme for a quantum implementation of reservoir computing that has the universality property and can be readily implemented on current noisy quantum computers. I will also report on a proof-of-principle demonstration of the quantum reservoir computing concept on cloud-based IBM quantum computers.
This talk is based on joint works with Dr Hendra Nurdin (UNSW) and Dr Naoki Yamamoto (Keio University)
Bio: Jiayin Chen received the B.Sc. degree in Mathematics and the B.E. (R&D, Hons.) in electrical engineering from the Australian National University (ANU) in 2017. She is currently a Ph.D. candidate in electrical engineering at the University of New South Wales (UNSW) working under the supervision of Dr Hendra Nurdin. Her main research interest is to employ noisy quantum dynamical systems for system identification, nonlinear temporal information processing and nonlinear time series modelling applications.