About the project
The aim of the project is to develop a novel platform technology for quantum reservoir computing, a promising approach for quantum neural networks where quantum information can be used as data in machine learning algorithms.
A novel quantum reservoir computing hardware using Nano-Opto-Electro-Mechanical (NOEM) coupled quantum oscillators is proposed to demonstrate quantum neural networks where quantum information is used as data in machine learning algorithms. Modelling approach or device fabrication route can be selected.
We propose Nano-opto-electro-mechanical (NOEM) coupled oscillators are a potential candidate for quantum coupled oscillators and create models for the systems.
Subject to the expertise and interest of a candidate, two approaches are possible:
- one is to develop mathematical or numerical models of NOEM-based quantum reservoir computing, which is more suitable for computer science students;
- another approach is to develop NOEM-coupled oscillators that can get into the quantum regime and to demonstrate quantum coupled oscillators experimentally, which is more suitable for physics or electronic engineering students.